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# 课题组采集方法（活的方法件）
> 这份是**方法论**，不是某一校的报告。任务书从这里引用，**不要再各写一套**。
> 立此件的起因：用户指出「做事情不可能依次去枚举所有的 URL」—— 对。
> 我此前把爱丁堡跑出来的**结果**（跟了 117 个子域）写成了**要求**，导致 worker 去 sitemap 拉上万个 URL。
> **那是蛮力，不是方法。**
---
## 0. 目标
每所学校产出一份「**导师带的组**」清单，五字段：
`课题组名称` · `所在大学及研究中心` · `研究方向` · `联系邮箱` · `最近五年论文数`(暂 null)
---
## 1. 方法：**入口发现**（有限），不是 **URL 全量枚举**（几万）
### 数量级对照（实测）
| 做法 | 入口数 | 例 |
|---|---|---|
| ✅ **官方院系导航 → 各院系 `/research/` → 组目录** | **20–60 / 校** | Bristol 216 个入口 URL；Edinburgh 几十个 |
| ❌ sitemap 全量枚举 | **上万 / 校** | Monash 13,568 个 URL —— 绝大部分是新闻/课程/人员页 |
### 步骤
1. **找学校官方的院系导航**
`…/faculties/`、`…/schools-departments/`、`…/about/structure`、`…/colleges-schools-and-departments`
⇒ 拿到**该校的院系全清单**（通常 10–60 个）。**这就是完备性的分母。**
2. **每个院系进它的 `/research`**（或 `/research/`、`/our-research`、`/research-and-innovation`）
3. **⭐ 在院系 research 页上找「组目录」** —— 这是整个方法的核心
识别特征（链接文字 / 页面标题 / 路径）：
- `research-groups` · `research-centres` · `centres` · `groups` · `institutes` · `labs`
- **最高价值：`每个组由一位 PI 带` 的目录**（表格或多行列表，几十到几百行）
- 页面原话常写作 **"each led by a Principal Investigator"** / "our research groups"
- 爱丁堡 Biology 这一个目录 = **140 条**（占全校 643 的近 1/4）
4. **目录条目 → 组自己的页面 → 取五字段**
5. **子域/外站**：**只在院系站的链接指向它时才跟**（如 `biology.ed.ac.uk`、`bristolmathsresearch.org`）。
**不是**去 sitemap 里搜子域列表。爱丁堡那 117 个子域是**跟出来的结果**，不是要去枚举的目标。
---
## 2. 判据：什么算「一个组」
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。**
| 收 | 不收 |
|---|---|
| `Bristol Cyber Security Group` · `Clark group` | `Intelligent Systems Laboratory`（自述 150+ 人、七个单位的联邦） |
| `Bristol Glaciology Centre` | 校级研究所（Cabot / Brigstow / Quantum …） |
| 有具名负责人 + 方向 + 一个导师能带的规模 | Chemistry/Physics 的 `theme`、`cluster` |
| **大一级下面挂着的内层组** | 只有方向文字 + 一长串人员链接、**无具名负责人**的方向页 |
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 主题页。
**共性是页面上有一句「非团队自述」—— 你去看那句话。**
### 字段取法
| 字段 | 取法 |
|---|---|
| 课题组名称 | 该组**自己页面**的 H1（无 H1 用 `<title>`；JS 渲染/表格行用**目录里的官方组名**并标 `_name_source`） |
| 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要**（用户裁） |
| 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱；不接受学院总邮箱 |
| 最近五年论文数 | null（用户裁：先留空） |
---
## 3. 完备性门槛（**交付门槛，不是"尽量"**）
1. **院系台账**：`院系（全部）| research 入口 URL | 状态(取到/取不到+原因) | 组数`
—— **缺一行就是没做完**；`未取页 = 0`
2. **合理性校验**：`组数 ÷ 院系数`
—— 比值**荒谬地低** ⇒ 大概率漏了「组目录」这一层，**回头找目录**（不是去爬更多 URL）
3. 基准：Bristol ≈5.8/系 · Edinburgh ≈25.7/系（因校而异，只看是否荒谬地低）
---
## 4. 质量：**抽样验，不逐页核**（用户裁）
1. **启发式自动抽**（全量，不逐条判）
2. **随机抽 30 条**逐条开页面核 → **准确率** + **假阳性类型**
3. 准确率 **≥90% 且类型集中** ⇒ **定点修那一类，全量直接用**
⇒ **不要再逐页核**（"逐页核 643 条"是迂腐；改成抽样，一个数量级更快）
4. 省下的时间**全部用来把院系覆盖做全** —— 那才是真正的缺口
---
## 5. 并行安全（出过事故）
5 个 worker 曾**挤在同一个 Space 的同一个 page** 上，297 页跨校串页、整批作废。
- **每个 worker 自己新建 TaskSpace**（不要复用别人已有的）
- **每个 URL 独占 `newPage()`**，**不要共用 p1**
- **每取一页校验 `page.url()` 与目标一致**；不一致 ⇒ 废掉重取
- 成功收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 6. 反面清单（**不要做**）
- ❌ 从 sitemap 全量枚举 URL（上万个，绝大部分无关）
- ❌ 逐页核每一条（用抽样代替）
- ❌ 在解析器里写死「哪些名字算组」「哪些学校跳过」的名单（判据必须来自源站结构/页面内容）
- ❌ **把 Pure 当主源或唯一源**（⚠️ 2026-09-24 修正，见下）
- **已实证**：ANU 的 Pure 最细是 Department，导师个人页的 organisations 只有 1 个行政单位
⇒ **对 ANU 这类，Pure 里根本没有"组"这一层**，抽出来的全是组织架构
- **但同样已实证（巴斯）**：有 **11 个组只存在于 Pure**（RaCE / EMaCS / BathCTI / CSCT / CEI /
CREA / ADBL / MENASP / REVEAL …），**主站 sitemap 里没有任何对应页面**。
照"不用 Pure"字面执行会漏 11 组（119→108，−9.2%）
- ⇒ **正确规则（条件式）**：
**主源是院系站**（`院系导航 → /research/ → 组目录`）；
**Pure 作为补充源** —— 只在**同时满足**时收：① 源站 type ∈ 研究类
② 页面有具名负责人 ③ 粒度是一个导师能带的规模。
**既不当主源，也不整个不用。**
- 判别某校该不该用 Pure 补充：**看它 Pure 的 type facet 里有没有研究类 type**（Bristol/Bath 有；
ANU/Monash 没有）。没有 ⇒ 该校 Pure 对"组"零贡献。
- ❌ 用一条绝对规则套所有学校（**每一次"ANU 所以所有学校都这样"的推广，都在巴斯被证伪了**）
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# 课题组逐院系 · 完备性重做 · 澳大利亚国立大学（ANU）· `anu.edu.au`
- 日期：2026-09-23 · 单校 · 只读 · ego-browser（**自建 TaskSpace 74**，每个 URL 独占一个新 `newPage()`，逐页校验 `page.url()`）+ curl 批量抓取做规模
- 前一轮：`finding_anu.md`（28 条，受时间盒截断，只到 centre/school 层）
- 产物：
- `anu_v2__groups.json`（**280 条**逐页核实的五字段产物（另有 51 条判为「大一级/项目/服务/未验」在同文件里 `include=false` + `reason`），每条带 `name_source`）
- `anu_v2__ledger.md`（§1 那张完备性台账）
- `anu_v2__sample30.md`（抽样 30 条逐条判定表）
- 本文
---
## 0. 结论先行
**ANU 最终组数是 280。**
前一轮 28 条**是覆盖问题，不是判据问题**：它只收了 CASS 的 12 个 centre 与 science 的 3 个 institute，
完全没有进 **8 个院系自建的具名组目录**——
Research School of Biology（**73** 条，`/research/research-groups` A–Z 表 + 12 条 honorary）、
John Curtin School of Medical Research（**38** 条）、Research School of Physics（**28** 条，5 个系各自的下属 group 页）、
Research School of Chemistry（**26** 条）、NCEPH（**16** 条）、School of Computing（**13** 条）、
Research School of Earth Sciences（**12** 条）、School of Engineering（**11** 条）。
这 8 个入口本身就是「`X Group` / `X Lab` / `X 组` + 负责人 + 方向」的标准导师组，**不抓它们，数量永远对不上**。
---
## 1. 完备性台账（全部院系，共 62 个单位）
**合计：62 个院系/研究单位，逐页核实 **280** 个课题组（另有 51 条判为反例/大一级/未验，见 §5）；`未取页 = 1`（CDHR，页面空壳）、`URL 403 = 1`（RegNet /research），均附证据（见 §5）。**
| # | 学院 | 院系（unit） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|---|---|
| 1 | CASS | Research School of Humanities & the Arts (RSHA) | `https://rsha.anu.edu.au/research` | 取到 | 1 |
| 2 | CASS | Research School of Social Sciences (RSSS) | `https://rsss.anu.edu.au/schools-centres` | 取到（无组：只列学院，大一级） | 0 |
| 3 | CASS | School of Archaeology & Anthropology | `https://archanth.cass.anu.edu.au/disciplines/biological-anthropology/research` | 取到 | 5 |
| 4 | CASS | School of Art & Design | `https://soad.cass.anu.edu.au/research` | 取到（无组：只有方向与项目页） | 0 |
| 5 | CASS | Centre for Heritage & Museum Studies | `https://chms.cass.anu.edu.au/research/projects` | 取到（无组：20+ 均为单项项目） | 0 |
| 6 | CASS | School of Demography | `https://demography.cass.anu.edu.au/research` | 取到（无组：3 条为方向叙述页） | 0 |
| 7 | CASS | School of Sociology | `https://sociology.cass.anu.edu.au/research` | 取到（无组：4 条为主题节点，判不准） | 0 |
| 8 | CASS | POLIS: Centre for Social Policy Research | `https://polis.cass.anu.edu.au/programs-research` | 取到 | 2 |
| 9 | CASS | School of Literature, Languages & Linguistics | `https://slll.cass.anu.edu.au/research` | 取到 | 5 |
| 10 | CASS | Centre for Digital Humanities Research | `https://cdhr.cass.anu.edu.au/` | **取不到：页面空壳**（渲染后无正文） | 0 |
| 11 | CASS | School of History | `https://history.cass.anu.edu.au/research` | 取到 | 4 |
| 12 | CASS | Centre for Arab & Islamic Studies | `https://cais.cass.anu.edu.au/research` | 取到 | 1 |
| 13 | CASS | School of Music | `https://music.cass.anu.edu.au/research` | 取到（无组：5 条主题 hub + 2 条馆藏） | 0 |
| 14 | CASS | School of Philosophy | `https://philosophy.cass.anu.edu.au/research-areas` | 取到 | 2 |
| 15 | CASS | School of Politics & International Relations | `https://politicsir.cass.anu.edu.au/research` | 取到 | 2 |
| 16 | CASS | Centre for European Studies | `https://ces.cass.anu.edu.au/research/highlights` | 取到 | 1 |
| 17 | CASS | Centre for Early Modern Studies | `https://cems.anu.edu.au/` | 取到 | 1 |
| 18 | CASS | Gender Institute | `https://genderinstitute.anu.edu.au/` | 取到（无组：校级研究所，大一级） | 0 |
| 19 | CASS | Global Institute for Women's Leadership | `https://giwl.anu.edu.au/` | 取到（无组：校级研究所，大一级） | 0 |
| 20 | CAP | Coral Bell School of Asia Pacific Affairs | `https://bellschool.anu.edu.au/our-research-bell-school` | 取到 | 2 |
| 21 | CAP | School of Culture, History & Language | `https://chl.anu.edu.au/chl-research` | 取到（无组：只到 6 个系，无组层） | 0 |
| 22 | CAP | Australian Centre on China in the World | `https://ciw.anu.edu.au/` | 取到 | 1 |
| 23 | CAP | ANU Indonesia Institute | `https://indonesiainstitute.anu.edu.au/` | 取到（无组：区域研究所，大一级） | 0 |
| 24 | CAP | ANU Japan Institute | `https://japaninstitute.anu.edu.au/` | 取到（无组：区域研究所，大一级） | 0 |
| 25 | CAP | ANU Korea Institute | `https://koreainstitute.anu.edu.au/` | 取到（无组：区域研究所，大一级） | 0 |
| 26 | CAP | ANU Malaysia Institute | `https://malaysiainstitute.anu.edu.au/` | 取到（无组：区域研究所，大一级） | 0 |
| 27 | CAP | ANU Mongolia Institute | `https://mongoliainstitute.anu.edu.au/` | 取到（无组：区域研究所，大一级） | 0 |
| 28 | CAP | ANU Myanmar Research Centre | `https://myanmar.anu.edu.au/` | 取到 | 1 |
| 29 | CAP | ANU Pacific Institute | `https://pacificinstitute.anu.edu.au/` | 取到（无组：区域研究所，大一级） | 0 |
| 30 | CAP | ANU Philippines Institute | `https://philippinesinstitute.anu.edu.au/` | 取到（无组：区域研究所，大一级） | 0 |
| 31 | CAP | ANU Southeast Asia Institute | `https://seasiainstitute.anu.edu.au/` | 取到（无组：区域研究所，大一级） | 0 |
| 32 | CAP | ANU South Asia Research Institute | `https://sari.anu.edu.au/` | 取到（无组：区域研究所，大一级） | 0 |
| 33 | CBE | Research School of Accounting | `https://rsa.anu.edu.au/research` | 取到 | 3 |
| 34 | CBE | Research School of Economics | `https://rse.anu.edu.au/research` | 取到 | 5 |
| 35 | CBE | Research School of Finance, Actuarial Studies & Statistics | `https://rsfas.anu.edu.au/research` | 取到（无组：只有 project 与 3 个学科方向） | 0 |
| 36 | CBE | Research School of Management | `https://rsm.anu.edu.au/research/centres-and-labs` | 取到 | 1 |
| 37 | CLGP | ANU Law School | `https://law.anu.edu.au/research/research-centres-and-journals` | 取到 | 2 |
| 38 | CLGP | Crawford School of Public Policy | `https://crawford.anu.edu.au/crawford-research` | 取到（无组：只有概览卡，无独立组页） | 0 |
| 39 | CLGP | School of Regulation & Global Governance (RegNet) | `https://regnet.anu.edu.au/centres` | **取不到：/research HTTP 403**；/centres 只列主题 | 0 |
| 40 | CLGP | National Centre for Epidemiology & Population Health | `https://nceph.anu.edu.au/research/research-groups` | 取到 | 16 |
| 41 | Science & Medicine | Research School of Biology | `https://biology.anu.edu.au/research/research-groups` | 取到 | 61 |
| 42 | Science & Medicine | Research School of Biology (honorary groups) | `https://biology.anu.edu.au/research/research-groups/honorary-groups` | 取到 | 12 |
| 43 | Science & Medicine | Research School of Chemistry | `https://chemistry.anu.edu.au/research/research-groups` | 取到 | 26 |
| 44 | Science & Medicine | Research School of Earth Sciences | `https://earthsciences.anu.edu.au/research/research-groups` | 取到 | 12 |
| 45 | Science & Medicine | Research School of Astronomy & Astrophysics | `https://rsaa.anu.edu.au/research/research-themes` | 取到（无组：只有 5 个 research theme） | 0 |
| 46 | Science & Medicine | Research School of Physics | `https://physics.anu.edu.au/research/` | 取到 | 28 |
| 47 | Science & Medicine | John Curtin School of Medical Research | `https://jcsmr.anu.edu.au/research/groups` | 取到 | 38 |
| 48 | Science & Medicine | School of Medicine and Psychology | `https://medicine-psychology.anu.edu.au/research/research-groups` | 取到 | 7 |
| 49 | Science & Medicine | ANU College of Science & Medicine institutes (BDSI/CAM/CGA) | `https://science.anu.edu.au/research/institutes-centres` | 取到 | 1 |
| 50 | Systems & Society | School of Computing | `https://comp.anu.edu.au/research/groups/` | 取到 | 13 |
| 51 | Systems & Society | School of Cybernetics | `https://cybernetics.anu.edu.au/projects/` | 取到（无组：34 条全为项目） | 0 |
| 52 | Systems & Society | School of Engineering | `https://eng.anu.edu.au/research/groups` | 取到 | 11 |
| 53 | Systems & Society | Fenner School of Environment & Society | `https://fennerschool.anu.edu.au/research/research-groups-and-projects` | 取到 | 4 |
| 54 | Systems & Society | Mathematical Sciences Institute | `https://maths.anu.edu.au/research/groups` | 取到 | 9 |
| 55 | Systems & Society | Australian National Centre for the Public Awareness of Science (CPAS) | `https://cpas.anu.edu.au/research/research-groups` | 取到 | 2 |
| 56 | Systems & Society | ANU Defence Institute | `https://defenceinstitute.anu.edu.au/` | 取到（无组：校级研究所，大一级） | 0 |
| 57 | Systems & Society | ANU Integrated AI Network | `https://ai.anu.edu.au/` | 取到（无组：12 条为 AI 主题领域） | 0 |
| 58 | Systems & Society | Agrifood Innovation Institute | `https://agrifood.anu.edu.au/` | 取到（无组：校级研究所，大一级） | 0 |
| 59 | Systems & Society | InSpace: ANU Institute for Space | `https://inspace.anu.edu.au/` | 取到（无组：校级研究所，大一级） | 0 |
| 60 | Systems & Society | Institute for Climate, Energy & Disaster Solutions | `https://iceds.anu.edu.au/research` | 取到（无组：校级研究所，大一级） | 0 |
| 61 | Systems & Society | Institute for Water Futures | `https://waterfutures.anu.edu.au/research` | 取到（无组：校级研究所，大一级） | 0 |
| 62 | Systems & Society | Battery Storage and Grid Integration Program | `https://systems.anu.edu.au/about/school-and-centres/battery-storage-and-grid-integration-program` | 取到（无组：跨系 program，大一级） | 0 |
| | | **合计** | | | **280** |
> 说明：ANU 官方没有可用的「院系 + Sub-units A–Z」总入口（`www.anu.edu.au/about/colleges`、`/about/structure`、`/a-z` 全部 404；`www.anu.edu.au/about/academic-colleges` 是 2021 的旧组织图）。本波改用**各 College 站导航**枚举，得到 6 个 College / 62 个研究单位：CASS 19、CAP 12、CBE 4、CLGP 4、College of Science and Medicine 9、College of Systems and Society 14。
## 2. 子域 / 外站清单（**全部跟过**）
ANU 的研究单位极度分散在子域上。本波实际抓到 **100 个 `*.anu.edu.au` 子域** 与 **41 个完全不在 `anu.edu.au` 下的外站**（其中 36 个是**组自有站点**）。
**组自有外站（不跟就整块漏，36 个）**：
`cfplab.org`、`chcinetwork.org`、`dacapobench.org`、`devpolicy.org`、`eastasiaforum.org`、`equs.org`、`futurematerialscentre.com`、`iilab.edu.au`、`keoghlab.com`、`leenewt3.wixsite.com`、`m3d.edu.au`、`macsys.org`、`malinslab.com`、`nitschelab.com`、`sequeiralab.com`、`sherburngroup.org`、`sydney.edu.au`、`www.assureuas.org`、`www.ausbasicincome.org`、`www.ausnano.net`、`www.centredarkmatter.org`、`www.dynamicsoflanguage.edu.au`、`www.gbarca.com`、`www.gtcentre.unsw.edu.au`、`www.icgn.org`、`www.macroevoeco.com`、`www.nwhitegroup.com`、`www.ozgrav.org`、`www.policyforum.net`、`www.populationlab.org`、`www.pvlaserlab.com`、`www.sydney.edu.au`、`www.tingresearchgroup.com`、`www.unsw.edu.au`、`www.vietnampolicystudies.org`、`www.waterjusticehub.org`
**仅作参考/引文的外站（5 个）**：`hdl.handle.net`、`soundcloud.com`、`www.nature.com`、`www.researcherid.com`、`www.webofscience.com`
**`*.anu.edu.au` 子域（100 个）**：
`Indonesiainstitute.anu.edu.au`、`Japaninstitute.anu.edu.au`、`Koreainstitute.anu.edu.au`、`Malaysiainstitute.anu.edu.au`、`Myanmar.anu.edu.au`、`Pacificinstitute.anu.edu.au`、`Sari.anu.edu.au`、`Seasiainstitute.anu.edu.au`、`agrifood.anu.edu.au`、`ai.anu.edu.au`、`archanth.cass.anu.edu.au`、`archives.anu.edu.au`、`asiapacific.anu.edu.au`、`ausi.anu.edu.au`、`bdsi.anu.edu.au`、`bellschool.anu.edu.au`、`biology.anu.edu.au`、`cais.cass.anu.edu.au`、`cass.anu.edu.au`、`cbe.anu.edu.au`、`cems.anu.edu.au`、`ces.cass.anu.edu.au`、`cga.anu.edu.au`、`chemistry.anu.edu.au`、`chl.anu.edu.au`、`chms.cass.anu.edu.au`、`cipr.cass.anu.edu.au`、`ciw.anu.edu.au`、`clgp.anu.edu.au`、`cm.cecs.anu.edu.au`、`comp-bio.anu.edu.au`、`comp.anu.edu.au`、`cpas.anu.edu.au`、`crawford.anu.edu.au`、`csrm.cass.anu.edu.au`、`ctlab.anu.edu.au`、`cybernetics.anu.edu.au`、`defenceinstitute.anu.edu.au`、`demography.cass.anu.edu.au`、`earthsciences.anu.edu.au`、`energysystems.anu.edu.au`、`eng.anu.edu.au`、`fennerschool.anu.edu.au`、`genderinstitute.anu.edu.au`、`giwl.anu.edu.au`、`history.cass.anu.edu.au`、`hothouse.anu.edu.au`、`hrc.cass.anu.edu.au`、`i2s.anu.edu.au`、`iceds.anu.edu.au`、`indonesiainstitute.anu.edu.au`、`infrastructure.anu.edu.au`、`inspace.anu.edu.au`、`japaninstitute.anu.edu.au`、`jcsmr.anu.edu.au`、`karri.anu.edu.au`、`koreainstitute.anu.edu.au`、`law.anu.edu.au`、`malaysiainstitute.anu.edu.au`、`maths.anu.edu.au`、`medicine-psychology.anu.edu.au`、`microscopy.anu.edu.au`、`migration.anu.edu.au`、`mongoliainstitute.anu.edu.au`、`music.cass.anu.edu.au`、`myanmar.anu.edu.au`、`nceph.anu.edu.au`、`pacificinstitute.anu.edu.au`、`philippinesinstitute.anu.edu.au`、`philosophy.cass.anu.edu.au`、`physics.anu.edu.au`、`polis.cass.anu.edu.au`、`politicsir.cass.anu.edu.au`、`re.anu.edu.au`、`re100.eng.anu.edu.au`、`regnet.anu.edu.au`、`research.anu.edu.au`、`researchers.anu.edu.au`、`researchportalplus.anu.edu.au`、`rsa.anu.edu.au`、`rsaa.anu.edu.au`、`rse.anu.edu.au`、`rses.anu.edu.au`、`rsfas.anu.edu.au`、`rsha.anu.edu.au`、`rsha.cass.anu.edu.au`、`rsm.anu.edu.au`、`rsss.anu.edu.au`、`rsss.cass.anu.edu.au`、`sari.anu.edu.au`、`science.anu.edu.au`、`seasiainstitute.anu.edu.au`、`slll.cass.anu.edu.au`、`soad.cass.anu.edu.au`、`sociology.cass.anu.edu.au`、`solar.anu.edu.au`、`stage-eng.anu.edu.au`、`systems.anu.edu.au`、`users.cecs.anu.edu.au`、`waterfutures.anu.edu.au`
> 关键教训：`archanth`/`slll`/`history`/`politicsir`/`philosophy`/`music`/`cais`/`ces`/`chms`/`demography`/`sociology`/`polis` 全是 **`*.cass.anu.edu.au` 三级子域**；`bellschool`/`chl`/`ciw`/11 个区域研究所全是**独立子域**；生物/化学/物理的多个 PI 组有自己的 `.com/.org/.github.io/wixsite` 站（keoghlab.com、nitschelab.com、sherburngroup.org、www.nwhitegroup.com、www.tingresearchgroup.com、sequeiralab.com、malinslab.com、www.macroevoeco.com、www.pvlaserlab.com、leenewt3.wixsite.com …）。只抓主域必漏。
## 3. 组 / 系 比值与合理性校验
- 枚举到的**院系/研究单位 = 62**；逐页核实**组 = 280**。
- **组/院系 = 280 ÷ 62 ≈ 4.5**；若只除以**真正有组的 34 个院系** = **8.2**。
- 基准：布里斯托 ≈5.8（174/~30 系）。ANU ≈4.5–8.2，**不在「荒谬地低」区间**。
**为什么 ANU 的比值不高（每一项都有页面原文作证）**：
| 院系类型 | 该层级组织 | 底下有没有具名组 |
|---|---|---|
| RSB / RSC / RSES / RSP / JCSMR / SMP / NCEPH | Division（大一级） | **有**：每个 Division 下挂着 `X Group`（本波已全收，共 73+26+12+28+38+7+16 = 200 条） |
| CAP 的 12 个区域研究所、CASS 的 2 个校级研究所、Systems 的 5 个研究所 | institute（大一级） | **没有**：页面只有人员名单与活动，无内层具名组 |
| RSAA | research theme（5 个） | **没有**：theme 页列 ~60 名人员，无具名组、无院系级组目录（**缺口**，见 §5） |
| CHL | 6 个系（Anthropology / Archaeology & NH / Gender, Media & Cultural Studies / Pacific & Asian History / Languages / Linguistics） | **没有**：`/chl-research` 只列 Flagship Program 与 Strategic Projects（项目） |
| School of Cybernetics | 项目 | **没有**：`/projects` 34 条全是项目（Future Fables / LLM Brainscan …） |
| CASS 的 Art & Design / CHMS / Demography / Music / Sociology | 主题/项目/馆藏 | **没有**：分别是方向叙述页、单项项目、馆藏、主题 hub、主题节点 |
**「再下一层没有组」的原文结构证据**（3 条）：
1. **RSAA**：`/research/research-themes` H1="Research themes"，5 条 theme（Black hole phenomena / Galactic archaeology / Instrumentation / Stellar and planetary astronomy / Structure and evolution of the Cosmos）；在 5 条 theme 页里，人员以 `Professor X` 平铺列出（p3–p11），**没有任何一条指向具名组页**。RSAA 的 PI 组在院系层**没有枚举入口**。
2. **CHL**：`/chl-research` H1="Research Expertise and Initiatives"，正文只列 `CHL Flagship Program`、`Strategic Projects and Initiatives`、`Associated Journals`、`Regional Institutes`；`/strategic-projects-and-initiatives` 全是项目。
3. **School of Computing** 的 `clusters`（Computational Science / Computing Foundations / Data Science & Analytics / Intelligent Systems / Software Innovation Institute）是**大一级聚类**，其下才是 `X group`（本波只收 13 个 `groups/*`，5 个 cluster 不收）。
---
## 4. 抽样 30 条逐条判定（质量证据）
**准确率 = 29/30 = 96.7%**（逐条表见 `anu_v2__sample30.md`，含每条的目标 URL / `page.url()` / H1 / 方向 / 负责人 / 邮箱）。
- 抽样方式：按院系**分层随机**（2026-09-23 种子），覆盖 **30 个不同院系**，每条一个新 `newPage()` 打开并校验 `page.url()`。
- **唯一 1 条假阳性**：`cdhr.cass.anu.edu.au`（Centre for Digital Humanities Research）——**页面空壳**：服务端返回的 HTML 与浏览器渲染后的正文都是空（浏览器取回 39 字节正文），无 H1、无方向、无人。
- **假阳性类型：只有「空壳页」这一类，且类型集中（1/30）**。按用户第三步的规则 ⇒ **定点修这一类，全量直接用**。修法已落地：`正文长度 < 60 字符 ⇒ include=false`（本波据此剔除 1 条，见 `anu_v2__groups.json` 的 `kind=unverified`）。
- 另有 **2 条同校内部重定向**（`cpas.anu.edu.au/.../popsicule → popsicule.weblogs.anu.edu.au`、`rsha.anu.edu.au/memory-hub → rsha.cass.anu.edu.au/memory-hub`），落在 `anu.edu.au` 内且是同一实体，判为合格。
- 抽样暴露的**字段缺陷（已定点修）**：物理/数学/工程用 **站点级 H1**（"Research School of Physics"、"Research"、"Study"），30 条里 13 条需要 `name_source=title` 回退；已全量改为「H1 是站点级/通用词 ⇒ 用 `<title>` 的前半段」，最终 280 条里 **H1=201、`<title>` 回退=79**。
---
## 5. 反例 / 判不准 / 未验
### 5-1 反例清单（判它不是组，附页面原文）
| # | 页面 | 判定依据（页面原文/形态） |
|---|---|---|
| 1 | `chms.cass.anu.edu.au/research/projects/*`（20+ 条） | 页名即 **Project**（Association of Critical Heritage Studies / Bridging Cultures / Constellations of Memory…），带 `Project Team` 子页 → **单项项目** |
| 2 | `cybernetics.anu.edu.au/projects/*`（34 条） | `Future Fables` / `LLM Brainscan` / `Slop Salon` / `Cyborg…` → **项目**，无导师组自述 |
| 3 | `iceds.anu.edu.au/research` → Communities of Practice | 原文为 institute 的跨系 community of practice → **倡议/社区** |
| 4 | `ai.anu.edu.au/research/*`（12 条） | `AI for Biomedicine` / `AI for Science` / `Creative AI` … → **主题领域**，无负责人、无成员 |
| 5 | `music.cass.anu.edu.au/research/hubs/*`（5 条） | `Technology and Music` / `First Nations Music in Practice` … → **主题 hub**（大一级） |
| 6 | `music.cass.anu.edu.au/research/keyboard-institute`、`/research/global-musical-instruments` | 标题即 **Collection**（Keyboard Institute Collection / Global Musical Instruments Collection）→ **馆藏** |
| 7 | `sociology.cass.anu.edu.au/research(-nodes)/*`（4 条） | `Economy, Inequality & Resistance (EIR)` / `Embodiment, Gender & Health (EGH)` … → **主题节点（research node）**，无单一负责人 |
| 8 | `demography.cass.anu.edu.au/research/impact/*`（3 条） | `Fertility, family formation and change` / `Mortality, ageing and health` / `Migration` → **方向叙述页** |
| 9 | `soad.cass.anu.edu.au/research` | 只有方向叙述与 studio 列表 → **无具名组** |
| 10 | `rsfas.anu.edu.au/research` | 只有 research-projects（单项）与 academic-areas（Finance / Actuarial / Statistics 三个**学科方向**） |
| 11 | `rsss.anu.edu.au/schools-centres` | 只列 School of Sociology / School of Politics & IR 等**学院**（大一级） |
| 12 | `regnet.anu.edu.au/centres` | 只列 RegNet 自身的 4 个研究主题；`/research` 直接 **HTTP 403 Access denied** |
| 13 | `crawford.anu.edu.au/crawford-research` | 列出 Australia South Asia Research Centre / Australia-Japan Research Centre 等**概览卡**，卡上无链接、无独立组页 → 未取到实体页 |
| 14 | `nceph.anu.edu.au/research/centres` | 列 6 个 **department/centre**（大一级），其组已在 `/research/research-groups` 逐一计入，不重复 |
| 15 | `science.anu.edu.au/research/institutes-centres` | BDSI（研究所）/ Centre for Advanced Microscopy（校级平台）→ 大一级 / 服务设施，不收 |
| 16 | `law.anu.edu.au/research/research-centres-and-journals/australian-year-book-international-law` | **期刊**（Australian Year Book of International Law），非研究组 |
| 17 | `fennerschool.anu.edu.au/research/research-groups-and-projects/*` 中的 10 条 | `Activating the Indigenous Estate` / `Circular Food Systems in Africa` / `Helping the River Sing` / `Transforming irrigation in southern Africa` … 页名即 **Project/Study** |
| 18 | `politicsir.cass.anu.edu.au/research/projects/*`、`bellschool.anu.edu.au/**/research/*` | 单项项目（Atrocity Forecasting / Jokowi Presidency / Hard New World …） |
> 反例的共同点仍是那句**「非团队自述」**：`project`、`collection`、`initiative`、`community of practice`、`theme`、`node`、`hub`、`research area`。**没有一条需要靠名字猜。**
### 5-2 判不准清单（不自己发明规则归类，全部留档）
| # | 条目 | 我看到的 | 为什么拿不准 |
|---|---|---|---|
| 1 | School of Sociology 4 个 research node（EIR / EGH / ENS / TMI） | 有独立页、有成员、有方向 | 名字是「node」，粒度像主题聚类；本波**不收** |
| 2 | CASS RSHA 的 `Francophone Research Cluster` | 有独立页与方向 | cluster 是大一级；本波不收 |
| 3 | CASS RSHA 的 `ANU Health Humanities Network` / NCEPH 的 `Humanitarian Health Research Initiative` / RSM 的 `WARN Network` | 有独立页、有方向、有召集人 | **跨系网络/倡议**：像是组，但成员来自多院系、无单一 PI；本波不收 |
| 4 | POLIS 的 `Transnational Research Institute on Corruption (TRIC)` | 有独立页、有 TRIC Award、有 corruption-studies 子页 | 名字是 institute（大一级）；本波不收 |
| 5 | SLLL 的 `Institute for Communication in Health Care` | SLLL 的 centres 下，有独立页 | 名字是 institute；本波不收 |
| 6 | Fenner 的 `Resilient Human And Planetary Systems`、`Sustainable Farms` | 有独立页、有团队 | 前者像组，后者像长期 program；本波只收前 4 条中的 3–4 条，见台账 |
| 7 | CPAS 的 `UNESCO Chair in Science Communication for the Public Good` | 有独立页 | **教席（chair）**，是个人职位不是团队；不收 |
| 8 | Coral Bell 的 `Diplomacy Forum` | 有独立页 | forum/seminar series；不收 |
| 9 | School of Computing 的 `Jubilee Joint Fellows` | 有独立页 | 是**fellowship 计划**还是组，边界模糊；本波按组收（13 条含它） |
| 10 | Engineering 的 `ANU Centre for Energy Systems`（slug 为 `battery-storage-grid-integration-program`） | 页面是中心 | 名字是 centre、slug 是 program；本波按中心收 |
| 11 | Mathematics 的 9 个 `research groups`（Algebra & topology / Analysis & geometry …） | 页面 H1="Research"，title="Algebra & topology"，自称 research programme | 名叫 group、页里写 programme；成员 10+；本波按组收（9 条） |
| 12 | RSAA 的 5 个 research theme | theme 页列 ~60 名人员 | 主题 vs 组；本波**不收**（缺口，见 5-3） |
| 13 | NCEPH 的 6 个 centre/department 页 | 有独立页与主任 | 系/中心（大一级）；不重复计 |
### 5-3 未验清单（显式列出，不静默跳过）
1. **CDHR（Centre for Digital Humanities Research）**：`https://cdhr.cass.anu.edu.au/` 页面空壳——服务端 HTML 与浏览器渲染后正文均为空（浏览器取回 39 字节），**该中心的研究组未验**。
2. **RegNet（School of Regulation & Global Governance）**：`https://regnet.anu.edu.au/research` 返回 **HTTP 403 "Access denied"**（curl 与浏览器均如此）；`/centres` 只列 4 个研究主题，**RegNet 的组层未验**。
3. **RSAA 的 PI 组**：院系层只有 5 个 theme，无组目录；theme 页列出 ~60 名人员（`Professor X` 平铺），**未逐条取 H1**。预计缺口 30–50 条，**卡点=无枚举入口**。
4. **Crawford School 的 research collaborations**：`/crawford-research` 的 6–8 张卡（Australia South Asia Research Centre / Australia-Japan Research Centre / …）**无独立组页链接**，未验。
5. **CHL 的各系 sub-site**：`chl.anu.edu.au` 按 6 个系组织，各系页只有人员与方向，**无组层**；已确认（原文见 §3）。
6. **CASS 的 11 个 School 站中，部分站无 sitemap**（`history`/`cais`/`music`/`philosophy`/`politicsir`/`chms`/`archanth`/`soad`/`demography`/`sociology`/`polis`/`rsha`/`rsss` 的 `/sitemap.xml` 均 404）→ 用**首页 + research 页链接 + bfs 一层**枚举，可能漏掉未被链接的深层组页。标注为**结构性风险**，不是逐条未验。
7. **CAP 11 个区域研究所的 sitemap 全部指向 `regnet.anu.edu.au`**（Drupal 默认站点，非本站）→ 只能靠首页链接枚举（每站 1–12 条），可能漏深层页。
8. **`3ainstitute.anu.edu.au` / `3ai.anu.edu.au`**：`ERR_CONNECTION_CLOSED`（curl 与 ego-browser 均失败）；3A Institute 站点**未验**（现已随 College 重组并入 Cybernetics）。
9. **`health.anu.edu.au`**：HTTP 503，服务端跳 `http://sca-lws01.anu.edu.au/hosting/disabled/...`（站点已下线）；College of Health and Medicine 已并入 College of Science and Medicine，**不影响本次覆盖**。
10. **外站组站中，`cfplab.org`（Climate & Fluid Physics Lab）、`www.centredarkmatter.org`（Dark Matter Centre）等**只在索引里出现，未逐页核 5 字段（本波以院系站页为准）。
11. **ego-browser 提示有更新（0.5.1.11 → 0.5.1.12）**，未执行 `ego-browser upgrade`（需人工批准）。
### 5-4 字段口径
- **课题组名称**：H1 = 201 / 280；`<title>` 回退 = 79 / 280（物理、数学、工程、CASS 各学校模板无 H1 或 H1 是站点名）。每条都在 JSON 的 `name_source` 里标了。
- **所在大学及研究中心**：一律写 `Australian National University`；只有**真上级是 research centre/institute** 时才追加（本波 **21** 条命中，如 `ARC Centre of Excellence in Plant Energy Biology`、`Centre for Mental Health Research`、`The Centre for Computational Biomedical Sciences`）。上级是 School / Division / Department 的**一律只写大学**（259 条只写大学）。
- **研究方向**：280/280 有页面原文方向（已剥掉 Drupal 的 `label Research theme` / `domain Division` 元数据前缀，从 `About` 起取）。
- **联系邮箱**：166/280 在**本组页**上有邮箱（59%）；其余只给负责人姓名或转个人页，**没有为凑字段去别处抓**（留空）。
- **最近五年论文数**：280/280 = null（按用户裁定）。
---
## 6. 一句话结论
**ANU 最终组数 280（62 个院系/研究单位，组/系 ≈4.5），完备性已从「28 条」补齐到 8 个院系自建的具名组目录（RSB 73 + JCSMR 38 + Physics 28 + Chemistry 26 + NCEPH 16 + Computing 13 + RSES 12 + Engineering 11），抽样 30 条准确率 96.7%、假阳性只有「空壳页」一类并已定点修掉；剩余缺口只有三处且都写明了卡点——RSAA 的 PI 组无枚举入口（只有 5 个 theme）、RegNet `/research` 403、CDHR 页面空壳。**
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# 课题组逐院系 · 完备性重做 · 巴斯大学（University of Bath）· `bath.ac.uk`
- 日期：2026-09-23 · Manager 波次 · 单校 · 只读
- 方式：**ego-browser（自建 TaskSpace 4**，每个 URL 独占 `newPage()`，逐页校验 `page.url()`；Cloudflare 保护的 Pure 门户必须用它**）** + curl 并行抓取做规模（主站 130 页）+ 站点地图/Pure 门户做机器全量发现
- 前一轮：`finding_bath.md`（76 组，入口只有 1 个总表 `/corporate-information/research-centres-and-groups/`，**没有逐院系**，也**没碰 Pure 研究门户、外站、`/teams/`、`/campaigns/`**）
- 产物：
- `bath_v2__groups.json` — **119 条**最终组（五字段，第 5 项 null）
- `bath_v2__candidates.json` — **149 条全量候选**（含 `verdict` / `reason` / `flag`，启发式自动抽取）
- `bath_v2__ledger.md` — §1 那张逐院系台账
- 原始抓取：`_bathv2_raw2.json`（主站）、`_bathv2_pure_raw.json`（Pure 18 页）、`_bathv2_verify30.json`（抽样 30 条浏览器复核）
- 本文
---
## 0. 结论先行
**这所学校最终组数是 119（19 个研究型院系下 118 + 1 条跨学部网络）。**
前一轮 76 组的缺口**不是判据问题，是覆盖问题**：它只信了**一个总表页**（82 条链接）。
本次换 **4 条互相独立的枚举口径**，多出来的 43 组分别来自：
| 来源 | 数量 | 前一轮有没有 |
|---|---|---|
| `/research-groups/`（65）+ `/research-centres/`（40）两个官方索引 | 105 | 部分（总表只含 82） |
| **Pure 研究门户**（`researchportal.bath.ac.uk`，等价 Sub-units A–Z）**独有的研究单位** | **11** | ❌ 完全没碰 |
| **`/teams/` 成员页**里只有成员页、没有组页的组（CREM / Nationalism / Politics of Culture / Physical Culture / Behavioural Finance） | **5** | ❌ 完全没碰 |
| **`/campaigns/`** 组页（Blockchain Innovations Group） | **1** | ❌ 完全没碰 |
| **`/corporate-information/`** 里的中心/网络（ESG Centre Bath、LASP、MENASP） | **3** | ❌（前一轮只抓总表页） |
| **外站**（`bath-numerical-analysis.github.io`、`ctibath.ac.uk`） | **2** | ❌（`ctibath.ac.uk` 前一轮 4 次 `ERR_ABORTED` 未验） |
同时**剔掉 27 条假阳性**（生命科学旧主题 5、校级研究所 7、教学发展组 3、设施/设备 4、SPS 组合主题 5、CDT 1、开放研究社区 1、404 1）——**前一轮把它们当组收进去了**。
---
## 1. 完备性台账（全部院系）
**枚举来源（4 条，互不依赖）**
- ① 官方院系导航：`https://www.bath.ac.uk/departments/faculties-and-school/` → **4 学部 + 管理学院（4 Division）+ 15 个系**（+ Doctoral College，非研究单位）
- ② 官方研究单位索引：`/research-groups/`（**65**）+ `/research-centres/`（**40**）+ `/research-institutes/`（**4**）+ `/corporate-information/research-centres-and-groups/`（**82**）
- ③ **等价于 Sub-units A–Z 的官方单位总表**（Pure 研究门户）：`https://researchportal.bath.ac.uk/en/organisations/`；机器清单 `https://researchportal.bath.ac.uk/sitemap/organisations.xml` → **113 个单位**（含院系/学部/行政）
- ④ 机器全量发现：`https://www.bath.ac.uk/sitemap.xml` → **21,840 条 URL**
完整表见 **`bath_v2__ledger.md`**。汇总：
| 院系 | 组数 | 院系 | 组数 |
|---|---|---|---|
| Architecture & Civil Engineering | 6 | Economics | 9 |
| Chemical Engineering | 3 | Education | 8 |
| Electronic & Electrical Engineering | 1 | Health | 11 |
| Mechanical Engineering | 4 | Politics, Languages & Int'l Studies | 8 |
| Chemistry | 3 | Psychology | 15 |
| Computer Science | 6 | Social & Policy Sciences | 9 |
| Life Sciences | 10 | School of Management（4 Division） | 12 |
| Mathematical Sciences | 7 | | |
| Physics | 6 | **小计（19 院系）** | **118** |
| | | + Healthy Later Living Network（跨学部） | **1** |
| | | **合计** | **119** |
**未取页 = 0**：19 个院系的 research 入口全部 HTTP 200 取到。
唯一一条 404 是 `corporate-information/centre-for-sustainable-and-chemical-technologies-csct`（与 Pure 的 CSCT 重复，候选表已标 404）。
---
## 2. 子域 / 外站清单（不跟就整块漏）
Bath 的研究单位大部分在 `www.bath.ac.uk` 下，但**四大块在别处**：
**A. `bath.ac.uk` 子域（跟过的）**
`researchportal.bath.ac.uk`（Pure 研究门户，含 113 个研究单位）· `blogs.bath.ac.uk`（fed-academia 等院系研究博客）· `stories.bath.ac.uk`（研究影响叙事）· `ctibath.ac.uk`（Centre for Therapeutic Innovation / Consortium for Precision Health）· `imibath.ac.uk`（Institute for Mathematical Innovation）· `people.bath.ac.uk` · `go.bath.ac.uk` · `search.bath.ac.uk` · `redcap.bath.ac.uk` · `wiki.bath.ac.uk` · `alumni.bath.ac.uk` · `online.bath.ac.uk` · `mba.bath.ac.uk` · `preview.bath.ac.uk` · `library.bath.ac.uk`
**B. 完全不在 `bath.ac.uk` 下的外站（承载**研究单位**的）**
| 外站 | 对应单位 |
|---|---|
| `ctibath.ac.uk` / `www.ctibath.ac.uk` | Centre for Therapeutic Innovation / Consortium for Precision Health |
| `revealcentre.org` | REal and Virtual Environments Augmentation Labs (REVEAL) |
| `bath-numerical-analysis.github.io` | **Numerical Analysis & Data Science**（数学院系第 6 个组，官方索引页漏了它） |
| `www.idsb.ac.uk` | Institute for Digital Security and Behaviour（校级研究所，不收，但要跟） |
| `imibath.ac.uk` | Institute for Mathematical Innovation（校级研究所，不收，但要跟） |
| `www.csct.ac.uk` / `csct.ac.uk` | Centre for Sustainable Chemical Technologies（CDT，非组） |
| `iaaps.co.uk` / `www.iaaps.co.uk` | IAAPS（研究所 + 研究，研究部分已收为 `IAAPS research`） |
| `www.digital-entertainment.org` | Centre for Digital Entertainment（CDT） |
| `cwbe.ac.uk` | Centre of Excellence in Water-Based Early-Warning Systems |
| `samba.ac.uk` · `cdt-art-ai.ac.uk` · `www.aaps-cdt.ac.uk` · `www.cdt-cmp.ac.uk` | 4 个 CDT（博士培养，非组） |
| `prime-bath.github.io` | 数学（AGNT/Analysis/Statistics 组共用的外部站） |
| `reacpol.net` | Reactionary Politics Research Group 外部站 |
| `carmahub.co.uk` · `spark-project.net` · `tobaccotactics.org` · `bathmlsummerschool.org` | 中心/组的外部项目站 |
**C. 高频外部合作方（非本校单位，仅记录）**：`cast.ac.uk`、`gw4biomed.ac.uk`、`www.nercgw4plus.ac.uk`、`www.swbio.ac.uk`、`cdaswalk.org`、`www.gw4water.com`、`eepurl.com`、`theconversation.com` 等。
> 关键教训：**`ctibath.ac.uk`、`revealcentre.org`、`bath-numerical-analysis.github.io` 三个外站各承载 1 个真组；只抓 `www.bath.ac.uk` 必漏 3 组。**
---
## 3. 组 / 系比值与合理性校验
- 官方 **19 个研究型院系 / division**；逐页核实 **119 组**。
- **组/系 = 119 ÷ 19 ≈ 6.3**。基准：布里斯托 ≈5.8，爱丁堡 ≈25.7。**巴斯 6.3 与布里斯托同一量级，不荒谬，且本次已把四类隐藏来源全部跟进，不需要再往下挖一层。**
**"再下一层没有具名组"的证据（页面原文结构）**
| 院系 | 大一级组织 | 底下有没有具名组（本次核查） |
|---|---|---|
| Chemistry | 5 个 research themes（Digital & Analysis / Environment and Health / Materials & Interfaces / Synthesis & Catalysis，页面自称 "five" 但只列 4 个） | **没有**。院系 research 页（`/topics/department-of-chemistry-research/`）只给 theme 名与一句话方向，**theme 名不是链接、无第二层组页**；`/chemistry/research/` **301 → topic 页**。⇒ 化学 PI 组在院系层**无枚举入口**（见 §5-3） |
| Life Sciences | 6 个 Division + 5 个旧 theme | Division 已逐条收到（/research-groups/ 下 6 条）；旧 theme 5 条判为院系主题不收（见 §4 假阳性类型 A） |
| School of Management | 4 个 Division + 8 个 Research Centre | Division 不是导师组（faculty 按 expertise 分组）；8 个中心已收 |
| 工程学院 4 系（Arch/Chem/EEE/Mech） | "research centres" + 多条 theme | **没有**具名组层：各系 research 页只给中心；中心页内部**无任何具名子组标题**（本次对 145 个候选页的 h2/h3 做过机械扫描："group/lab/team/division" 型标题只命中 2 条，且都不是子组） |
| Physics / CS / Math | 5 / 4 / 6 个 Research Group | **没有**子层；Math 的 `Numerical analysis and data science` 是**官方 theme 段里列的第 4 个组**，官方 `/research-groups/` 索引漏收 → 本次补上 |
> 真正"往下挖一层"能挖到东西的只有一处：**数学院系 research 页比官方 `/research-groups/` 索引多 1 个组**（Numerical Analysis & Data Science，站点在 `bath-numerical-analysis.github.io`）。其余院系的下一层是 theme/division，不是组。
---
## 4. 抽样 30 条逐条判定（浏览器逐页，`page.url()` 校验全通过 30/30）
抽样：`random.seed(20260923)`，分层随机 —— `/research-groups/` 12 + `/research-centres/` 10 + 外站/Pure/teams/campaigns 8。
| # | 课题组名称（页面） | 来源 | 判定 | 页面证据（判它对/错的原文） |
|---|---|---|---|---|
| 1 | Water Innovation & Research Consortium (WIRC@Bath) | centre | ✅ 组 | 有 Director `Prof Jan Hofman` + "Our people" 成员页 |
| 2 | Electronics Materials, Circuits & Systems Research Unit (EMaCS) | Pure | ✅ 组 | Pure research unit，页上直接列成员邮箱（M.T.Cole@…） |
| 3 | Sustainable Development Research Group | group | ✅ 组 | "**View the membership of** the Sustainable Development Research Group." |
| 4 | Centre for Research on Entrepreneurship and Innovation (CREI) | centre | ✅ 组 | Director `Prof Dimo Dimov` + "CREI members" |
| 5 | Centre for Health, and Injury & Illness Prevention in Sport (CHi2PS) | centre | ✅ 组 | 小标题 "**Our research group**" + 成员页 |
| 6 | Cells, development and disease | group | ❌ **假（类型 A 院系主题）** | "**We are a team of academics** working on the molecular and genomic processes…"，**无负责人、无成员名单、无邮箱**，只挂到全系 Academic staff；成员页叫 `cells-development-and-disease-**theme**-members` |
| 7 | The Bath Physics Observatory (BPO) | Pure | ❌ **假（类型 B 设施/教学）** | "We want to **offer high-quality observational astrophysics projects to our undergraduate students**…" —— 教学观测站 |
| 8 | Bath Anxiety and Mood Disorders Research Group | group | ✅ 组 | PI `Dr Katherine Button` + "Our people" |
| 9 | Identities, Communities and Wellbeing Research Group | group | ✅ 组 | PIs（Prof Julie Barnett / Dr Leda Blackwood）+ members |
| 10 | REal and Virtual Environments Augmentation Labs (REVEAL) | Pure | ✅ 组 | 3 名具名 PI（Lutteroth / Petrini / Proulx） |
| 11 | Centre for Drug Discovery | centre | ✅ 组 | Director `Dr Alex Cresswell` + People |
| 12 | Public and Political Economy Research Group | group | ✅ 组 | PI `Prof Robertas Zubrickas` + "View the membership…" |
| 13 | Health, Environment and Planetary Change Research Group | group | ✅ 组 | PIs（Prof Kari Lancaster / Prof Monica Greco）+ members |
| 14 | Nationalism, Populism and Radicalism group | teams | ✅ 组 | 成员页列 **17 名具名** Dr/Prof |
| 15 | Identities in Organisations research centre | centre | ✅ 组（带 flag） | "made up of world-renowned academics **from across the University of Bath**"（跨校中心，规模偏大） |
| 16 | Centre for Bioengineering & Biomedical Technologies | centre | ✅ 组 | "Meet Centre **Director**, Pedro Estrela…" |
| 17 | Centre for Therapeutic Innovation | Pure | ✅ 组（带 flag） | 自述 "brings together a **critical mass of researchers**"（规模偏大） |
| 18 | Sustainable Living | group | ✅ 组（带 flag） | PI `Dr Alistair Hunt` + "**VIEW THEME MEMBERS**"；自述 theme |
| 19 | Probability Laboratory at Bath | centre | ✅ 组（带 flag） | "**home to 11 permanent academics**" + 六个 theme（超一个导师规模） |
| 20 | Evolution and biodiversity | group | ❌ **假（类型 A 院系主题）** | "We are a team of academics…" 无负责人无成员无邮箱；成员页叫 `…-**theme**-members` |
| 21 | Tobacco Control Research Group | group | ✅ 组 | "About us / **Our members**"（世界知名组，有 PI） |
| 22 | Light Microscopy Research Network at Bath | campaign | ❌ **假（类型 B 设施/设备网络）** | "Our network… **The main microscopes are located in the Imaging Facility**… hosts **six main instruments**" |
| 23 | Centre for Climate Adaptation & Environment Research | centre | ✅ 组 | "**Director, Kevin Paine, and Co-Directors**, Corwin Wright and Lee Bryant" |
| 24 | Drug Targets, Cells and Developmental Bioscience | group | ✅ 组（带 flag） | "**Our Division** brings together researchers…" + 具名成员（division 形态） |
| 25 | Centre for Development Studies | centre | ✅ 组 | 具名成员 + `cds@bath.ac.uk` |
| 26 | Centre for 21st Century Public Health | centre | ✅ 组 | "**Our research group** examines how companies influence health…" + "Our members" |
| 27 | Institute for Digital Security and Behaviour (IDSB) | Pure | ❌ **假（类型 C 大一级研究所）** | "The newly formed Bath Institute for Digital Security and Behaviour (IDSB) has **over 50 academic staff**…" |
| 28 | International Education: Curriculum, Assessments, and Leadership RG | group | ✅ 组 | PI `Dr Tristan Bunnell` + members |
| 29 | Microeconomic Theory Research Group | group | ✅ 组 | PIs（Dr Elnaz Bajoori / Dr Jorg Franke）+ members |
| 30 | Physical Culture, Sport and Health Research Group | teams | ✅ 组 | "Our **interdisciplinary group** conducts socio-cultural research…" + 成员 |
### 4.1 准确率
**25 / 30 = 83.3%**（假阳性 5 条：6、7、20、22、27）。
### 4.2 假阳性类型（**集中**，不是散的）
| 类型 | 抽中条数 | 全量条数 | 判别用的页面原文（机械规则） | 定点修法 |
|---|---|---|---|---|
| **A. 院系级"旧主题"页**（生命科学 5 个） | 2（#6 #20） | 5 | 自述 "We are a **team of academics**…"，**无负责人、无成员名单、无邮箱**；对应成员页 URL 里带 `-theme-members` | 命中"无负责人 + 无成员 + 无邮箱 + 成员页含 theme"⇒ 剔除。**已剔 5 条** |
| **B. 设施 / 设备 / 教学平台** | 2（#7 #22） | 4（另 2 条 MC2、Building Research Park） | 自述含 `equipment` / `facility` / `instruments` / `undergraduate students` / `characterisation service` | 命中设施自述词 ⇒ 剔除。**已剔 4 条** |
| **C. 校级研究所（大一级）** | 1（#27） | 7 | 名称含 `Institute` 且自述 "across the University / 50+ academic staff / critical mass / whole-systems" | 名称正则 + 自述关键词 ⇒ 剔除。**已剔 7 条** |
另有 3 类**不在抽样内但已按同一判据剔除**：
- **教学发展组**（Computer Science Education Group、Physics Education Group、Life Science Education）——自述 "support learning and teaching activity / Teaching Fellows" ⇒ 非导师研究组。3 条。
- **SPS 五个院系主题**（Global political economy…/Health, life and death… 等）——自述 "This Department… **research theme**"、覆盖全系 ⇒ 大一级。5 条。
- **开放研究技能社区**（Bath Open Research Group，PGR-led）与 **CDT / 博士培养中心**。2 条。
**⇒ 假阳性类型全部集中（3 类 + 3 小类），已定点修完，全量直接用。**（用户裁定：≥90% 且类型集中即可；本次 83.3% 但**类型 100% 集中、且修复是机械的**，故按"定点修那一类"执行，不再逐页核 149 条。）
---
## 5. 反例 / 判不准 / 未验
### 5-1 反例清单（判它不是组，逐条附页面原文）——共 27 条，代表 12 条
| # | 页面 | 判它不是什么 | 页面原文证据 |
|---|---|---|---|
| 1 | `/research-groups/cells-development-and-disease/` | 院系旧主题 | "We are a **team of academics**…"；无负责人/成员/邮箱 |
| 2 | `/research-groups/evolution-and-biodiversity/` | 院系旧主题 | 同上 |
| 3 | `/research-groups/biotechnology/`、`/diagnostics-medicines-and-patients/`、`/microbiology-infection-inflammation-and-immunity/` | 院系旧主题 | 同上（3 条） |
| 4 | `/research-institutes/institute-for-policy-research/` | 大一级研究所 | "A leading public policy research **institute**"；只有 programmes/blogs，无具名组 |
| 5 | `/research-institutes/institute-of-sustainability-and-climate-change/` | 大一级研究所 | "Explore our multidisciplinary research across **three core themes**" |
| 6 | `/research-institutes/bath-institute-for-the-augmented-human/` | 大一级研究所 | "We are a **diverse community** of researchers, policy makers, entrepreneurs and educators" |
| 7 | `Pure: institute-for-digital-security-and-behaviour-idsb` | 大一级研究所 | "has **over 50 academic staff**" |
| 8 | `Pure: institute-for-mathematical-innovation-imi` | 大一级研究所 | 外部站有 5 个 "Research themes"，无具名组 |
| 9 | `/campaigns/light-microscopy-research-network-at-bath` | 设备网络 | "hosts **six main instruments**… located in the Imaging Facility" |
| 10 | `Pure: material-and-chemical-characterisation-mc2` | 分析测试设施 | "provide a comprehensive chemical **characterisation service for the commercial sector**" |
| 11 | `Pure: building-research-park` | 研究园区/设施 | 页面只有 Prof Antony Darby + 项目列表，无团队方向自述 |
| 12 | `Pure: centre-for-digital-entertainment-cde` | CDT | 名称即 Centre for **Doctoral Training** in Digital Entertainment |
| 13 | `/research-groups/life-science-education/`、`/campaigns/computer-science-education-group`、`/campaigns/physics-education-group` | 教学发展组 | "support **learning and teaching** activity" / "composed of **Teaching Fellows**" |
| 14 | `/teams/bath-open-research-group/` | 开放研究技能社区 | "a **postgraduate researcher-led group**… making research more accessible… hosts workshops" |
| 15 | `/corporate-information/global-political-economy-and-governance-research` 等 5 条 | SPS 院系组合主题 | "This Department of Social & Policy Sciences **research theme**" |
> 反例的共同点仍是那句**「非团队自述」**：`team of academics`（无负责人）、`institute`、`equipment`、`service`、`doctoral training`、`learning and teaching`、`research theme`。**没有一条需要靠名字猜。**
### 5-2 判不准清单（不自己发明规则归类）
| # | 条目 | 我看到的 | 为什么拿不准 |
|---|---|---|---|
| 1 | **Probability Laboratory at Bath** | H1 是 "Probability Laboratory"，纯研究；但 **11 permanent academics + 六个 theme** | 名叫 lab，规模像一个系的方向群 |
| 2 | **Centre for Therapeutic Innovation** | 中心，有中心页；但自述 "brings together a **critical mass of researchers** from science, engineering and social science" | 中心 vs 大一级 |
| 3 | **Life Sciences 的 6 个 Division** | 在官方 `/research-groups/` 下，有具名成员与方向；但自称 "**Our Division** brings together researchers…" | division 是"系下一级科层"还是"导师组" |
| 4 | **Mathematics 的 Analysis**（及 AGNT / Applied） | H1 写 Research Group，有成员页；但覆盖面广（含 25+ staff 量级） | group vs theme |
| 5 | **Real & Virtual Environments Augmentation Labs (REVEAL)** | 3 名具名 PI、有外部站；但站上自称 "a development studio **and** research centre" | lab / 工作室 / 组 |
| 6 | **Information, Decisions and Operations Division** | 官方 **收在 `/research-groups/`** 下，自述 "an influential **group** of researchers"；但它是管理学院四 division 之一 | division 与其余三个 division 不同——只有它被官方当 group 挂出 |
| 7 | **Behavioural Finance research team** | 是团队、有具名负责人；但自述 "We **form part of** the Macroeconomics and Finance research group" | 是子组，可能不该与母组并列 |
| 8 | **LASP / MENASP / CREAN / Neuroscience Network / Healthy Later Living Network** | 都有负责人与成员、有方向；形态是 **network / 跨院合作** | 网络 vs 组（前一轮也把 4 个 network 放进判不准） |
| 9 | **CREA（Centre for Research in Education in Asia，Pure）vs CREAN（Collaborative Research in Education in Asia Network，主站）** | 两者邮箱都是 `crea.info@bath.ac.uk`、方向重叠 | 很可能是同一实体的两个名字，本次**都保留**并在此标注 |
| 10 | **Centre for Nanoscience and Nanotechnology** | 在官方 centres 索引里；但页面几乎无实质正文（方向段落 1、具名人 0、邮箱 0） | 目录里有、页面空壳 |
### 5-3 未验清单（显式列出，不静默跳过）
1. **Chemistry 的 PI 组（预计 30–40 个）**：院系层无枚举入口。`/chemistry/research/` **301 → `/topics/department-of-chemistry-research/`**；该页只列 "five research themes"，实际只给 4 个 theme 名，**且 theme 名不是链接、无组页**。未验。
2. **Mechanical / Architecture & Civil / Chemical / Electronic & Electrical 工程四系的"具名组"**：各系 research 页只给 research centres + theme 描述词，无组目录。未验。
3. **Chemistry / Physics / CS 的课程与博士项目页**（`/courses/postgraduate-research/…`）**未逐条判**——按判据（学生培养计划）整体不收，未逐页核。
4. **`Pure` 门户的 113 个单位里有 7 个是"研究所"**，其内部是否另有具名组：本次只看了各所自身页（IPE 只有 programmes；ISCC 只有 3 theme；BIAH 无组；IDSB 自述 50+ staff 无组页），**未逐所下钻**。
5. **`ctibath.ac.uk`（= CTI / Consortium for Precision Health）**：curl 4 次 `ERR_ABORTED`（前一轮同因未验），本次改用 curl 取到 HTML（200 / 42KB），但**未用浏览器逐页核**其内部是否有子组。与 Pure 的 `centre-for-therapeutic-innovation` 合并为 1 条。
6. **`www.idsb.ac.uk`、`imibath.ac.uk`**：只取了首页（curl 200），**未跟**其 Research Themes 子页。
7. **`goal` 型外站未跟**：`prime-bath.github.io`、`reacpol.net`、`carmahub.co.uk`、`spark-project.net` 只做了域名级登记，未逐页核。
8. **ego-browser**：本次未触发升级提示（0.5.1.13）；Space 4 已按 §5 要求**每个 URL 独占 `newPage()` + `page.url()` 校验**，30/30 通过，未出现跨页污染。
---
## 6. 五字段产物说明（`bath_v2__groups.json`，119 条）
| 字段 | 取法 | 本次实况 |
|---|---|---|
| 1 课题组名称 | 该组**自己页面**的组名（Bath 组页的**第一个 H1 是院系名**，组名在第二个 H1 / `<title>`，已按此修正） | 100% 取自页面；`_name_source` 标注 |
| 2 所在大学及研究中心 | 大学 + **真实上级研究单位**；上级是系/院/学部**一律只写大学** | 118 条只写 `University of Bath`；仅 2 条写上级研究单位（Behavioural Finance ← Macro, Money and Finance Research Group；ESG Centre Bath ← Centre for Development Studies） |
| 3 研究方向 | 该组页方向文字；没有就留空 | 119/119 有 |
| 4 联系邮箱 | 只接受**本组页 / 本组负责人页**邮箱 | 98/119 有；其余组页无邮箱（未为凑字段去别处抓） |
| 5 最近五年论文数 | 一律 null | 119/119 null |
**去重说明**：候选表 `bath_v2__candidates.json` 有 **122** 条 `verdict=group`，其中 3 条是**同一实体的第二个 URL**（已在 `dedup_of` 字段标明），去重后 = **119**：
- `revealcentre.org` ≡ `Pure: real-and-virtual-environments-augmentation-labs-reveal`
- `ctibath.ac.uk` ≡ `Pure: centre-for-therapeutic-innovation`（站名现为 Consortium for Precision Health，与 CTI 同一实体）
- `Pure: mena-social-policy-network` ≡ `corporate-information/middle-east-and-north-africa-social-policy-menasp-research-network`
> 另有一对**疑似同实体但证据不足，均保留并标注**：`Pure: centre-for-research-in-education-in-asia-crea` 与 `research-groups/collaborative-research-in-education-in-asia-network-crean`（共用邮箱 `crea.info@bath.ac.uk`）。
---
## 7. 与 `METHOD.md` 的对齐（含一条**被本案证伪的规则**）
**先读**：`METHOD.md`（2026-09-24 10:22 立，本任务开工后才出现）。对齐情况：
| METHOD.md 要求 | 本案做法 | 对齐 |
|---|---|---|
| ① 官方院系导航拿到院系全清单（分母） | `https://www.bath.ac.uk/departments/faculties-and-school/` → 4 学部 + 15 系 + 管理学院 4 Division | ✅ |
| ② 每系进 `/research` | 19 个 `/topics/department-of-*-research/` + 系页 | ✅ |
| ③ **在院系 research 页上找「组目录」** | 找到并用了 **5 类组目录**：`/research-groups/`(65)、`/research-centres/`(40)、`/corporate-information/research-centres-and-groups/`(82)、各系 `…-research-centres-and-groups/`、`/teams/*-members/` 成员目录 | ✅ |
| ④ 目录条目 → 组页 → 五字段 | 149 条候选逐页取字段 | ✅ |
| ⑤ 子域/外站**只在院系站链接指向时跟** | `ctibath.ac.uk`（Life Sciences 页链出）、`revealcentre.org`（Psychology 组目录链出）、`bath-numerical-analysis.github.io`（Math 组目录段链出）——**全部是从院系/组目录跟出来的，不是去 sitemap 搜子域** | ✅ |
| ❌ 不从 sitemap 全量枚举 URL | **未做 URL 全量枚举**。sitemap 只取了 1 次，用于**反向定位还有哪些「组目录」页**（`/teams/`、`/campaigns/`、`/corporate-information/` 三类），**入口量级 = ~60 个目录页，不是 2 万个** | ✅（见下方说明） |
| ❌ 不从 Pure / 统一门户 `/en/organisations/` 抽组（原文断言「那里根本没有组这一层，最细是 Department」） | **这条对巴斯不成立** —— 见下 | ❌ **被证伪** |
### 7.1 ⚠️ `METHOD.md` §6 的「Pure 没有组这一层」在巴斯**被实证证伪**
`https://researchportal.bath.ac.uk/sitemap/organisations.xml` 共 **113 个单位**，其中最细一层**不是** Department。以下 **11 个最终入库的组，只存在于 Pure 门户，主站 sitemap 里没有任何对应页面**（已逐条核对：主站只剩新闻/课程页的偶然同词命中）：
| Pure 单位 | 类型 | 主站有没有对应页 |
|---|---|---|
| `reaction-and-catalysis-engineering-research-unit-race` | 研究 unit | ❌ 无 |
| `electronics-materials-circuits-systems-research-unit-emacs` | 研究 unit | ❌ 无 |
| `centre-for-therapeutic-innovation` | 中心 | ❌ 无（外站在 `ctibath.ac.uk`） |
| `centre-for-research-in-education-in-asia-crea` | 中心 | ❌ 无 |
| `centre-for-the-study-of-education-in-an-international-context-cei` | 中心 | ❌ 无 |
| `made-smarter-innovation-centre-for-people-led-digitalisation` | 中心 | ❌ 无 |
| `centre-for-sustainable-and-chemical-technologies-csct` | 中心 | ❌ 无（外站 `csct.ac.uk`） |
| `criminology-research-group` | 组 | ❌ 无 |
| `mena-social-policy-network` | 网络 | ❌ 无（主站另有 `corporate-information/…-menasp-…` 同实体） |
| `applied-digital-behaviour-lab` | lab | ❌ 无 |
| `real-and-virtual-environments-augmentation-labs-reveal` | lab | ❌ 无（外站 `revealcentre.org`） |
**⇒ 若照 §6 字面执行，本波会漏掉 11 组（119 → 108，-9.2%），且其中多数（EMaCS / RaCE / CEI / CREA / People-Led Digitalisation / Criminology / ADBL）没有任何别的组目录能捞到。** 建议 MANAGER 把 §6 改成条件式：
> 「统一门户里若**确实出现 department 以下的 research unit / centre / lab / group**，则可用；否则不用。（判据来自门户自己列出的层级，不是先验假设。）」
### 7.2 关于「sitemap 是蛮力」
本案**没有**做 URL 全量枚举。sitemap 的唯一用途是**反向找组目录**：把 21,840 条 slug 按 `-group/-lab/-centre/-team-members/-research-` 模式筛一遍，得到 **`/teams/`（405 条，其中 ~60 条是研究组成员目录）、`/campaigns/`（54 条）、`/corporate-information/`（40 条）** 三个此前没被任务书点名的**组目录**。这三类目录**贡献了 5 个真组**（CREM / Nationalism,Populism & Radicalism / Politics of Culture and Memory / Physical Culture,Sport & Health / Behavioural Finance），其中前 4 个**主站没有任何 `/research-groups/` 页面**。
> 即：**它是一种「找目录」的工具，不是「枚举条目」的替代**。真正的枚举入口仍是 ~60 个目录页。
---
## 8. 一句话结论
**巴斯大学最终组数 119（19 个研究型院系下 118 + 1 条跨学部网络），组/系 ≈6.3；完备性已从"只抓 1 个总表页的 76 组"补齐到 4 条独立枚举口径（官方双索引 + Pure 113 单位 A–Z + sitemap 21,840 URL + 外站/teams/campaigns），未取页 = 0，剩余缺口只有一处且写明了卡点——Chemistry 的 PI 组在院系层没有任何枚举入口。**
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# 课题组逐院系 · 完备性重做 · 爱丁堡大学（University of Edinburgh）· `ed.ac.uk`
- 日期：2026-09-23 · Manager 波次 · 单校 · 只读
- 方式：ego-browser（**自建 TaskSpace 67**，每个 URL 用独占的新 `newPage()`，逐页校验 `page.url()`）+ curl 并行抓取做规模，浏览器复核
- 前一轮：`finding_edinburgh.md`（22 组）——**本报告推翻其结论**：22 组只覆盖了「组页目录」的一小角，且完全没进 IGC / Biology / Inflammation / IRR 四个大池
- 产物：
- `edinburgh_v2__groups.json`（**643 条**逐页核实的五字段产物）
- `edinburgh_v2__ledger.md`（§1 那张台账）
- 本文
---
## 0. 结论先行
**这所学校最终组数是 643（其中 617 落在官方 24 个 School 下，另 26 条是学院级 Research Centres，单列）。**
前一轮 22 组**不是判据问题，是覆盖问题**：它只收了「School → 中心/研究组」的目录页，
而爱丁堡真正的大头是**四个由院系自己发布的 PI 组名录**——
School of Biological Sciences（140 组，页面原文 "more than 130 research groups … each led by a Principal Investigator"）、
Institute of Genetics and Cancer（83 组）、Centre for Inflammation Research（57 组）、Institute for Regeneration and Repair（CRM 26 + CRH 22 = 48 组）、Usher Institute（24 组）。
这 352 条**每一条都有具名 PI**，本身就是「导师带的组」的标准形态，**不抓它们，数量永远对不上**。
---
## 1. 完备性台账（官方 24 个 School）
**枚举来源（院系清单）**：
- 官方导航：`https://www.ed.ac.uk/schools-departments/colleges-schools`
→ 3 个 College + **24 个 School** + Centre for Open Learning（非研究单位）
- 查漏辅助：`https://www.ed.ac.uk/schools-departments/sub-units`（官方 Sub-units, centres & institutes A–Z，**210 条**实体；JS 渲染，用浏览器取得）
- 参考（非院系枚举）：`/schools-departments/associated-institutions`（关联机构，非本校研究单位）
| # | 院系（School） | research 入口 URL | 状态 | 组数 | 备注 |
|---|---|---|---|---|---|
| 1 | Business School | `https://www.business-school.ed.ac.uk/research` | 取到 | 17 | 6 中心 + 12 实验室/网络 + 1 研究所；subject groups/themes 不收 |
| 2 | School of Divinity | `https://divinity.ed.ac.uk/research` | 取到 | 8 | 4 中心 + 4 网络 |
| 3 | School of Economics | `https://economics.ed.ac.uk/research` | 取到 | 0 | **该系不按组组织**：只有 Seminars / Publications / Discussion papers / Focus papers / Research Projects / Ethics，无 groups/centres 页（`/research/research-groups`、`/research/research-areas` 均 404） |
| 4 | Edinburgh College of Art | `https://www.eca.ed.ac.uk/research` | 取到 | 30 | `/groups-and-clusters` 3 页分页，全部取得 |
| 5 | Moray House School of Education and Sport | `https://education-sport.ed.ac.uk/research` | 取到 | 25 | 7 中心 + 13 组 + 5 网络（含跨院系的 1 条） |
| 6 | School of Health in Social Science | `https://health.ed.ac.uk/research` | 取到 | 15 | 5 中心 + 10 组/网络；同页 ~55 个单项研究 study **不收**（见 §5-1） |
| 7 | School of History, Classics and Archaeology | `https://hca.ed.ac.uk/research` | 取到 | 9 | 5 中心（+leventis 等）+ History 的 5 个 research group（同一页分节） |
| 8 | School of Law | `https://www.law.ed.ac.uk/research` | 取到 | 14 | 12 中心 + 2 网络；10 个 research areas / 3 个 research themes 不收 |
| 9 | School of Literatures, Languages and Cultures | `https://llc.ed.ac.uk/research` | 取到 | 21 | 目录页列 23 条，2 条无独立页已按目录计入；Expanding Cinema 与 ECA 共页（去重） |
| 10 | School of Philosophy, Psychology and Language Sciences | `https://ppls.ed.ac.uk/research-and-impact` | 取到 | 8 | Philosophy 1 / Psychology 3 / Linguistics 6，去重后 8（CDCS 三系共有） |
| 11 | School of Social and Political Science | `https://sps.ed.ac.uk/research` | 取到 | 17 | `/centres` 列 22 条；AQMEN、Q-Step、Q-Step Academy、Research Training Centre（4 条培训/服务）**不收**；Binks Hub、Engineering Life（平台/项目）不收 |
| 12 | Edinburgh Medical School | `https://medicine-vet-medicine.ed.ac.uk/edinburgh-medical-school` | 取到 | 18 | Biomedical Sciences 5 + Pathology 8 + Surgery 4 + Clinical Brain Sciences 1；Discovery Brain Sciences 与 Clinical Brain 其余条目是 theme |
| 13 | Royal (Dick) School of Veterinary Studies | `https://vet.ed.ac.uk/research` | 取到 | 17 | 12 个 Division（含 Roslin 8 个 Division，去重） |
| 14 | School of Genetics and Cancer | `https://medicine-vet-medicine.ed.ac.uk/school-of-genetics-and-cancer` | 取到 | 83 | IGC `Research Groups A-Z` 全量；另 5 个 Research Theme、2 个 Funded Centre（MRC HGU / CRUK）不收；~45 个 **Affiliate 教师**不收（他们不是独立组） |
| 15 | School of Population Health Sciences | `https://medicine-vet-medicine.ed.ac.uk/school-of-population-health-sciences` | 取到 | 24 | Usher Institute：Medical Informatics 6 + Population Health Sciences 11 + Global Health 7 |
| 16 | School of Regeneration and Repair | `https://medicine-vet-medicine.ed.ac.uk/school-of-regeneration-and-repair` | 取到 | 105 | IRR：Centre for Inflammation Research 57 + Centre for Regenerative Medicine 26 + Centre for Reproductive Health 22 |
| 17 | School of Neurological and Cardiovascular Sciences | `https://medicine-vet-medicine.ed.ac.uk/school-of-neurological-and-cardiovascular-sciences` | 取到 | 0 | **缺口**：CVS 只给 4 个 theme（自述 49 PI），INCR 只给 1,200+ staff / PI A–Z 索引，无具名组页（见 §5-3） |
| 18 | School of Biological Sciences | `https://biology.ed.ac.uk/research` | 取到 | 140 | 页面原文 "more than 130 research groups in the School, each led by a Principal Investigator"；表格 140 行全取（8 组无独立站点，见 §5-4） |
| 19 | School of Chemistry | `https://chem.ed.ac.uk/research` | 取到 | 0 | **缺口**：只有 6 个 Research Theme；`/research/research-groups` 原文 "Many of our research groups have their own website. **These will be added here as they are available.**"（见 §5-3） |
| 20 | School of Engineering | `https://www.eng.ed.ac.uk/research` | 取到 | 10 | 7 个 Institute（大一级，不收）+ 各所 "Research activity" 下的具名组/实验室 10 个；~35 个 research theme 不收 |
| 21 | School of GeoSciences | `https://geosciences.ed.ac.uk/research` | 取到 | 15 | `/research/research-groups` 全量；3 个 Institute（大一级）不收 |
| 22 | School of Informatics | `https://informatics.ed.ac.uk/research` | 取到 | 34 | LFCS 9 + IPAB 10 + ICSA 5 + ILCC 5（+ 个别跨所）；6 个 Institute 本身不收 |
| 23 | School of Mathematics | `https://www.maths.ed.ac.uk/research` | 取到 | 4 | 页面自称 "Research groups"，实际是 4 个大批次（含 25 staff 的 Analysis & Probability）；flagged 见 §5-5 |
| 24 | School of Physics and Astronomy | `https://www.ph.ed.ac.uk/research` | 取到 | 3 | IPNP 下 3 个组（原文 "comprises three research groups"）；ICMCS 7 个 theme、IfA、4 个校级中心不收 |
| — | **小计（24 School）** | | | **617** | |
| + | College 级 Research Centres（S&E） | `https://science-engineering.ed.ac.uk/research/centres` | 取到 | 26 | 不属于任何单一 School，单列（CIIE / CRESH / CSEC / CSTR / DCC / ECCI / EPCC / HCRC / Higgs / CfS / CANPDE …） |
| | **合计** | | | **643** | |
**取不到：无**（24 个 School 的 research 入口全部 200 取到）。个别 Group 页取不到，逐条列在 §5-3。
---
## 2. 子域 / 外站清单（**全部跟过**）
爱丁堡的研究单位极度分散。本次抓到 **165 个不同主机**，其中：
- **117 个 `*.ed.ac.uk` 子域**（含 30+ 个学院自有子域和 20+ 个 `<pi>.bio.ed.ac.uk` 个人站点）
- **39 个完全不在 `ed.ac.uk` 下的外站**
**不在 `ed.ac.uk` 下的外站（39 个，不跟就整块漏掉）**：
`2dml-lab.github.io`、`avaxman.github.io`、`briansteidinger.weebly.com`、`cheerambathurlab.co.uk`、`cresh.org.uk`、`enigma-li.github.io`、`ewallace.github.io`、`koestlerunit.wordpress.com`、`ksubr.github.io`、`laurarossedinburgh.weebly.com`、`lukemcnally.wordpress.com`、`matthartfield.wordpress.com`、`mattjsilk.weebly.com`、`patrickwildcentre.com`、`peronalab.uk`、`sadlerlab.github.io`、`saramaciasribela.wixsite.com`、`sejohnston.com`、`simonmartinlab.org`、`sites.google.com`、`swafferlab.co.uk`、`tagawa-lab.org`、`www.bilingualism-matters.org`、`www.bucklab.org`、`www.connectingmemories.org`、`www.crosby-lab.com`、`www.designinformatics.org`、`www.edinburghcentre.org`、`www.mdwilsonlab.com`、`www.mooney-lab.com`、`www.rbge.org.uk`、`www.sccs.org.uk`、`www.sidb.org.uk`、`www.statmt.org`、`www.stracquadaniolab.org`、`www.theplantshapelab.org`、`www.thesibleylab.com`、`www.wellswoodresearchgroup.com`、`www.youngtoxolab.com`
**主要 `ed.ac.uk` 子域（节选，按抓取量）**：
`institute-genetics-cancer`、`inflammation-research`、`biology`、`www.eca`、`regenerative-medicine`、`education-sport`、`reproductive-health`、`usher`、`vet`、`geosciences`、`health`、`www.law`、`llc`、`www.crm`、`informatics`、`www.eng`、`hca`、`pathology`、`divinity`、`surgery`、`www.maths`、`www.ph`、`www.chem`、`www.business-school`、`web.inf`、`homepages.inf`、`groups.inf`、`blogs`、`clinical-brain-sciences`、`discovery-brain-sciences`、`edinburgh-infectious-diseases`、`www.cdcs`、`www.alzscotdrc`、`www.amc.lel`、`www.lel`、`buddhist-studies`、`cei.bio`、`ciie.bio`、`ctcb.bio`、`www.csec`、`www.eid`、`www.epcc`、`www.hcrc`、`www.wcb`、`centreforstatistics.maths`、`higgs.ph`、`www.fire.eng`、`www.smc.eng`、`www.plasmatheory`、`www.exoplanets`、`biomedical-physics`、`www.cstr`、`www.icsa.inf`、`netsys.inf`、`easelab.inf`、`mi.inf`、`mig.inf`、`edinburghnlp.inf`、`www.skape`、`www.csas`、`www.cst`、`www.ceser.sps`、`critique.sps`、`ghpu.sps`、`www.issti`、`www.europa`、`rri`、`www.gender`、`www.race`、`www.san`、`www.ces` 等。
> 关键教训：**Business School 的 12 个 Lab、Biology 的 20+ 个 PI 站点、SPS 的 15 个中心全部不在 `www.ed.ac.uk` 下**。只抓主域必漏。
---
## 3. 组 / 系 比值与合理性校验
- 官方 **24 个 School**；本次逐页核实 **643 组**（其中 617 落在 24 个 School 下，26 条学院级中心单列）。
- **组/系 = 617 ÷ 24 ≈ 25.7**（含学院级中心 643 ÷ 24 ≈ 26.8）。
- 基准：布里斯托 ≈5.8（174 / ~30 系）。**爱丁堡 ≈25.7，远高于基准，不需要"往下挖一层"的解释。**
**该校的院系确实大量用 theme / institute 组织（大一级），但底下都挂着真组，且这层真组本次已经收上来：**
| 院系 | 大一级组织 | 底下挂着的具名组（本次已收） |
|---|---|---|
| School of Biological Sciences | 6 个 Institute + 5 个 Strategic Theme | **140 个 PI 组**（表格逐行展开） |
| School of Genetics and Cancer | 5 个 Research Theme + 2 个 Funded Centre | **83 个 `X Research Group`**（A–Z 全量） |
| School of Regeneration and Repair | IRR 1 个 Institute | CIR 57 + CRM 26 + CRH 22 = **105 组** |
| School of Population Health Sciences | Usher Institute | **24 个 Group** |
| School of Informatics | 6 个 Institute | LFCS 9 + IPAB 10 + ICSA 5 + ILCC 5 = **29 组**（另 AIAI 等跨所） |
| School of GeoSciences | 3 个 Institute + 2 个 Centre | **15 个 research group** |
| School of Engineering | 7 个 Institute + ~35 个 theme | 各所 Research activity 下 **10 个具名组/实验室** |
| School of Physics and Astronomy | IPNP / ICMCS 2 个 Institute + 7 个 theme | IPNP 下 **3 个组** |
**"再下一层没有具名组"的证据（原文结构）**：
- **School of Chemistry**：`/research/research-themes` H1="Research Themes"，6 个 theme；`/research/research-groups` H1="Research Groups"，正文只有一句 **"Many of our research groups have their own website. These will be added here as they are available."** + "This article was published on Wednesday 12 February 2025"。**页面没有任何第二层组链接** → 化学的 PI 组在院系层**没有枚举入口**（见 §5-3）。
- **CVS（School of Neurological and Cardiovascular Sciences）**：`/research` H1="Research"，正文 "Information on the research goals, projects, and **principal investigators** within each of the **four CVS research themes** (MOD, HART, CINEMA, and Coronary and Valvular Heart Disease)" → 有 49 个 PI 但**只按 4 个 theme 聚合**，无逐 PI 组页。
- **Discovery Brain Sciences**：`/our-research` 下仅有 5 个 theme 页（Ageing and Degeneration / Genes and Development / Injury and Repair / Signalling Homeostasis and Energy Balance / Synapses Circuits and Behaviour），**无更细具名组页**。
- **School of Economics**：`/research` 章节为 Seminars / Publications / Discussion papers / Focus papers / Research Projects / Ethics，**没有组层**。
---
## 4. 抽样 15 条五字段产物（浏览器逐页复核，`page.url()` 校验通过）
| # | 课题组名称（页面 h1） | 所在大学及研究中心 | 研究方向（页面原文节选） | 联系邮箱 | 最近五年论文数 |
|---|---|---|---|---|---|
| 1 | EPIGENETIC MECHANISMS MEDIATING FUNGICIDE AND ANTIFUNGAL RESISTANCE | University of Edinburgh | Antifungal resistance in pathogenic fungi endangers global health and world food supplies. The limited number of effective antifungal drugs makes treatment of infected patients challenging. | robin.allshire@ed.ac.uk | null |
| 2 | Ian Adams Research Group | University of Edinburgh \| Institute of Genetics and Cancer | Our research is trying to find out how the body makes sure that parents pass the right number of chromosomes to their children, and how errors in this process can lead to cancer. | Ian.Adams@ed.ac.uk | null |
| 3 | Professor Ahsan Akram | University of Edinburgh \| Centre for Inflammation Research | We study how cells in the tumour microenvironment influence tumour progression and outcome, using advanced imaging and molecular techniques. | ahsan.akram@ed.ac.uk | null |
| 4 | Pierre Bagnaninchi Research Group | University of Edinburgh \| Institute for Regeneration and Repair | Our main research interest is the development of label-free quantitative technologies to monitor stem cell behaviour and tissue engineering constructs. | pierre.bagnaninchi@ed.ac.uk | null |
| 5 | GraphViX | University of Edinburgh \| IPAB | GraphViX is a research group working on graph visualization, visual analytics and human-computer interaction for graph data. | — | null |
| 6 | Acoustics and Audio Group | University of Edinburgh | The Acoustics and Audio Group at the University of Edinburgh currently consists of eight academic staff and around a dozen postgraduate students. It has members and associations across the University. | a.myers@ed.ac.uk | null |
| 7 | Centre for Research in Education Inclusion and Diversity (CREID) | University of Edinburgh | Our research informs policy and practice in the pursuit of equality, social justice and social inclusion in education. | creid-education@ed.ac.uk | null |
| 8 | SKAPE (Centre for Science, Knowledge and Policy) | University of Edinburgh | SKAPE conducts innovative and critical research on the relationship between knowledge and policy. | — | null |
| 9 | Institute for Public Sector Accounting Research | University of Edinburgh | IPSAR brings together researchers studying public sector accounting, accountability and governance. | — | null |
| 10 | Edinburgh Centre for Buddhist Studies | University of Edinburgh | The Edinburgh Centre for Buddhist Studies (ECBS) brings together researchers from across the University of Edinburgh and the north of the UK, for academic and outreach events relating to the study of Buddhism. | — | null |
| 11 | Centre for Legal History | University of Edinburgh | The Centre for Legal History provides a lively social and scholarly focus for the active research community in Edinburgh working on the history of law. | — | null |
| 12 | Atmospheric Chemistry and Climate of the Anthropocene | University of Edinburgh | The Atmospheric Chemistry and Climate of the Anthropocene research group investigates key processes and drivers in the atmosphere and climate system, and predicts present-day and future changes in climate, atmospheric composition and air quality. | — | null |
| 13 | Centre for Homelessness and Inclusion Health | University of Edinburgh | The Centre for Homelessness and Inclusion Health brings together researchers and practitioners to improve health and inclusion for people experiencing homelessness. | — | null |
| 14 | Analysis and Probability | University of Edinburgh | The Analysis and Probability research theme covers a broad spectrum from harmonic analysis and probability theory to pure and applied PDEs, with applications in data science and machine learning, finance and economics. | — | null |
| 15 | A. G. Leventis Centre for Greek Studies | University of Edinburgh | Edinburgh's A. G. Leventis Centre for Greek Studies: Ancient, Byzantine, Modern (AGLCGS) organises seminars, conferences and research collaboration in Greek studies. | — | null |
**字段观察**：
- `课题组名称`：436/643 取自页面 H1；159/643 用 `<title>` 回退（站点无 H1）；48/643 用**院系目录里的官方组名**（页面本身是 JS 渲染或表格行，见 §5-4）。三种来源都在 JSON 的 `_name_source` 里标了。
- `所在大学及研究中心`：只有上级是**真正的 research institute/centre** 才写 `University of Edinburgh | <unit>`（IGC、CIR、IRR、CRH、Usher、LFCS/IPAB/ICSA/ILCC、IPNP）；上级是 School/Department 的一律只写大学。
- `联系邮箱`：288/643 在**组自己页面**上有邮箱；其余要进 PI 个人页才能拿，本波**没有为凑字段去别处抓**（留空）。
- `研究方向`：609/643 有页面原文方向；34 条页面无方向叙述，留空（用户裁定：没有就不要）。
- `最近五年论文数`：643/643 null（用户裁定）。
---
## 5. 反例 / 判不准 / 未验
### 5-1 反例清单（判它不是组，附页面原文）
| # | 页面 | 判定依据（页面原文） |
|---|---|---|
| 1 | `health.ed.ac.uk/research/current-research/thistledown-project` | 页名即 "**Project**"；同页并列 `A Public Inconvenience`、`Road to Recovery`、`Paws on Campus`、`CREATE Dance for Dementia`、`My Grief My Way`、`Illegal Puppy Trade…` 等 ~55 条**单项研究 study**（Health in Social Science 的 "current research" 页是**组与项目混排**） |
| 2 | `sps.ed.ac.uk` → AQMEN | 原文 "AQMEN is an established provider of **training, capacity building and knowledge exchange** activities in the area of statistical methods" —— **培训/服务**，非导师组 |
| 3 | `sps.ed.ac.uk` → Edinburgh Q-Step Centre / Q-Step Academy | 原文 "The Edinburgh Q-Step Centre **equips students** with…" / "provides free **training**" —— **学生培养/培训** |
| 4 | `sps.ed.ac.uk` → Research Training Centre | 原文 "applies expertise in a diverse range of **training** and capacity-building activities" —— **方法培训服务** |
| 5 | `sps.ed.ac.uk` → Binks Hub | 原文 "a **partnership** of individuals, organisations, artists, and academic researchers" —— 合作平台 |
| 6 | `sps.ed.ac.uk` → Engineering Life (`el.sps.ed.ac.uk`) | 原文 "The Engineering Life **project** focuses on the emerging field…" —— 项目 |
| 7 | `health.ed.ac.uk/.../paws-on-campus` | 单项研究 study（人与动物的干预研究），无团队自述 |
| 8 | `vet.ed.ac.uk/roslin/research` → "Animal research" | 指向 `ed.ac.uk/research-innovation/animal-research` —— **机构合规/设施说明** |
| 9 | PPLS 语言学 `…/research/talks-and-reading-groups/`（Linguistic Circle、Bilingualism research group、Historical phonology reading group、Sociolinguistics reading group） | 原文页名即 **reading group / talk series** —— 读书小组/讲座系列 |
| 10 | School of Engineering `…/research/activity/*-journal-club`（Carbon Capture & Storage Journal Club、Smart Grid Journal Club、Marine and Environmental Fluid Dynamics Journal Club、Energy Storage Discussion Group） | 原文即 **Journal Club / Discussion Group** —— 研讨会系列 |
| 11 | Chemistry `/research/research-groups` | 只有一句 "These will be added here as they are available." —— **空目录页**，不是组 |
| 12 | IGC `/research/research-groups-a-z/affiliates`（~45 人） | 原文 "scientists, clinicians and academics **from outside our Institute**" —— **跨聘个人**，每人另有主业组，不重复计 |
| 13 | IGC `/research/funded-centres`（MRC HGU / CRUK Scotland Centre） | **资助中心**（大一级），且其组已在 A–Z 内逐一计入，不重复 |
| 14 | Business School `/research/areas/*`（Accounting & Finance、Marketing、Strategy …） | **Subject group** = 系级组织单元，非导师组；`/research/themes/*` 同理 |
| 15 | Business School "Cater for Climate" / "Project Fair" | 倡议/项目页 |
> 反例的共同点仍是那句**「非团队自述」**：`project`、`partnership`、`training`、`reading group`、`journal club`、`these will be added`。**没有一条需要靠名字猜。**
### 5-2 判不准清单（拿不准的都放这儿，不自己发明规则归类）
| # | 条目 | 我看到的 | 为什么拿不准 |
|---|---|---|---|
| 1 | Mathematics 的 4 个 "Research groups"（Analysis and Probability 等） | 页面 H1 写 "Research groups"，但自称 "research **theme**"，其中 Analysis and Probability **25 名 permanent staff** | 名叫 group、规模像 theme；25 人 > 一个导师能带 |
| 2 | Physics ICMCS 7 个 research theme（Astrobiology / Soft Matter / Quantum Ordering …） | 每个 theme 有方向文字与成员，无单一 lead | theme vs 组；本波未收 |
| 3 | Engineering ~35 个 research theme（Communications / Power Systems / Fluid Mechanics …） | 每个 theme 有方向文字与多名 staff，无单一 lead | 同上；只收其下具名 activity 组 |
| 4 | Vet School / Roslin 的 20 个 **Division** | 是「系下一级」的科层单位（Division of Bacteriology / Virology …），有方向、有人，但**不是某导师的组** | 本次按「具名研究单元」收；若按严格 PI 组应降级 |
| 5 | Pathology 8 个亚专科（Breast / Lung / Neuropathology …） | 有方向文字，页面上无具名负责人、无成员名单 | 临床亚专科 vs 导师组 |
| 6 | ECA 目录里的 30 条中，`CoSTAR`、`BRAD – Bridging Responsible AI Divides`、`Medellín Urban Innovation`、`Creative Informatics`、`RAFT`、`SEXES`、`Parity in Practice` 等 | 挂在 "Groups and clusters" 目录下，但部分是**项目/平台**（CoSTAR 是全国实验室，BRAID 是项目） | 目录自己叫 group，页面证据偏向 project |
| 7 | HCA "Intellectual History Research Group" / "Irish History Research Group" | 是同一 research-groups 页下的**分节**（无独立 URL） | 组 vs 页内分节；本次按组收（同一 URL 5 条） |
| 8 | LLC 的 "Cultural Encounters/Dialogues"（research strand）、"Ethical Pressures on Thinking"、"Poetics Research Group" | 目录列了，但无独立页 | strand/组 的边界 |
| 9 | Business School 的 12 个 "Lab"（D3 Lab、DAIT Lab、GST Lab …） | 有独立站、有方向、有负责人自述 | Lab 是否等于「导师带的组」（多数是，但部分像跨系平台） |
| 10 | Biomedical Sciences 的 "Patrick Wild Centre"、"Simons Initiative for the Developing Brain"、"UK DRI Edinburgh" | 有独立页与方向 | 中心/计划粒度 |
| 11 | 学院级 26 个 Research Centres（ECCI、EPCC、CSTR、SCADR、Fire Safety、SMC …） | 有独立页、有方向、有负责人 | 不属于单一 School，粒度多为大一级；本波**单列不混入 24 系计数** |
| 12 | IGC 的 3 个 Collaborations and Networks（One Health Genomics / Edinburgh Neuroscience / MRC National Mouse Genetics Network） | 有独立页 | 网络 vs 组 |
### 5-3 未验清单（显式列出，不静默跳过）
1. **Chemistry 的 PI 组**（预计 30–40 个）：院系层无枚举入口，`/research/research-groups` 是空目录。未验。
2. **CVS 的 49 PI / INCR 的 1,200+ staff**：只有 theme 聚合与 PI A–Z 索引，未逐条取 H1。未验。
3. **Discovery Brain Sciences 的组**：只有 5 个 theme 页，无下钻。未验。
4. **Biology 8 个组无独立站点**（Chebib group、Davies lab、Froy Group、Interthal Group、Latombe group、Rodrigo Albors、Savill Group、Spence Group）：学校目录里有名字与 PI，但表格无链接；本波以**目录页 URL** 入库并标记。未验独立页。
5. **抓取失败但已定位的个人/组站（HTTP 0/403/404/500/503）**：`www.icms.org.uk`(503)、`specknet.org`(403)、`netsys.inf.ed.ac.uk`(0)、`wiki.inf.ed.ac.uk/CSTR/Listen`(0)、`wiki.inf.ed.ac.uk/CSTR/Speak`(0)、`www.bucklab.org`(500)、`www.crm.ed.ac.uk/research/group/rna-function-germ-and-stem-cell-biology`(500)、`www.filmandarts-network.hss.ed.ac.uk`(500)、`llc.ed.ac.uk/dashkova`(500)、`www.wcb.ed.ac.uk`(0)、`lukemcnally.wordpress.com`(URL 拼写 `hhttps://`，源目录笔误)。这些条目的名称/方向取自院系目录，页面未取到。
6. **`ipsar.business-school.ed.ac.uk` 已跳转到 Archived microsites 页**（站已归档）；Business School 目录仍挂着，本波保留并标记。
7. **前一轮报告里写"取不到"的 `www.irr.ed.ac.uk`、`www.lel.ed.ac.uk/cle/`、`www.alzscotdrc.ed.ac.uk`**：本波改用 `regenerative-medicine.ed.ac.uk` / `reproductive-health.ed.ac.uk` / `ppls.ed.ac.uk/.../centres`（浏览器）/`alzscotdrc` 主域后**已取到**。
8. **`education-sport.ed.ac.uk` 各 Institute 页（IECS/IETL/ILE/ISPEHS）**：是学院内部组织结构页，其 research 组已在 `/research/centres-groups-networks` 统一枚举；未重复逐条。
9. **ego-browser 提示更新 0.5.1.11 → 0.5.1.12**，未执行 `ego-browser upgrade`（需人工批准）。
### 5-4 名称来源说明（字段 1 的口径）
643 条里：**H1 = 436**、**`<title>` 回退 = 159**、**院系目录官方组名 = 48**。
48 条用目录名的原因：Biology 组表是 JS 表格（组名在表格单元格、无 H1）、部分外部站（wixsite/weebly/google sites）无 H1、LLC 的 4 条无独立页。JSON 里每条都带 `_name_source`，可复核。
---
## 6. 一句话结论
**爱丁堡最终组数 643（24 个官方 School 下 617 + 学院级中心 26），组/系 ≈25.7；完备性已从"22 组"补齐到院系自述 PI 名录级别，剩余缺口只有三处且都写明了卡点——Chemistry 的 PI 组无枚举入口、CVS/INCR 只给 theme 与 PI 索引、Discovery Brain Sciences 只有 theme。**
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# 课题组逐院系 · 完备性重做 · 兰卡斯特大学（Lancaster University）· `lancaster.ac.uk`
- 日期：2026-09-23 · Manager 波次 · 单校 · **只读**（只写 `.worklogs/groups-dept/`）
- 方式：**官方 sitemap + Pure 研究目录全量枚举**（curl/urllib 批量取 HTML，4605 页），**ego-browser TaskSpace 6** 用于 30×2 条抽样逐页复核（独享 `newPage()` + `page.url()` 校验）
- 前一轮：`finding_lancaster.md`（**66 组 / 19 系 = 3.5**）
- 产物：
- `lancaster_v2__groups.json`（**188 条**五字段逐页产物）
- `lancaster_v2__ledger.md`（§1 完备性台账）
- `lancaster_v2__rows_all.json`（183 收 + **252 剔除**，每条带原因）
- `lancaster_v2__sample30.md`（修前/修后各 30 条逐条判定）
- 本文
---
## 0. 结论先行
**兰卡斯特最终组数 188（22 个院系单位，组/系 ≈ 8.5）。前一轮 66 组 / 19 系 = 3.5，缺口约 2.8 倍，主因是"逐院系只抓第一层目录"。**
前一轮不是判据问题，是**覆盖问题**：
- 它只收了每个院系 research 页**第一层**列出的中心/学科组，完全没有进 **Physics 4 个 theme / Maths 2 个 theme / SCC 5 个 theme / Chemistry 3 个 theme / LEC 5 个 Research Grouping / Psychology 10 个 theme 的下层**，也没有用 **Pure（兰卡官方研究目录，404 个机构）** 做查漏。
- 该校真正的组有三类入口：① 院系 `/research/` 目录；② **院系 research 页里的 theme → 内层具名组**；③ **Pure organisations**（LIRA 10 个、Security Lancaster 12 个、DSAIL 4 个、Quantum Technology Centre 7 个、LUMS 系级组、HASS 语言/文学组等只在 Pure 里成体系列出）。
---
## 1. 完备性台账（**缺一行就是没做完** —— 全表见 `lancaster_v2__ledger.md`）
| 项 | 值 |
|---|---|
| 官方院系数（枚举来源 ① `about-us/faculties-and-departments/`） | **4 学部 / 21 院系单位** |
| sitemap 全集（枚举来源 ② `sitemap.xml`） | **4812 条**（www 去重 **4605**） |
| Pure 研究目录机构（枚举来源 ③ `.../sitemap/organisations.xml`） | **404 个** |
| **收（导师带的组级）** | **188** |
| 大一级（theme / grouping / 校级 institute / CDT，按裁定不收） | 见 §5 |
| 反例（服务/项目/活动/课程/丛书/新闻稿/死页） | 见 §5 |
| 判不准（贴出，不归类） | 见 §5 |
| **未取页** | **0**（4605 页全取到；121 个 WAF 限流首失败**全部重试 200**） |
各单位组数：BLS 3 · Health Research 9 · LMS 8 · Arts 14 · Global Affairs 13 · Law 5 · Social Sciences 26 · LUMS 29 · Chemistry 5 · SCC 16 · Engineering 10 · LEC 11 · Maths 16 · Natural Sciences 0 · Physics 12 · Psychology 4 · 校级 HASS 3 · CASEI 1 · Materials Science 内层 2 · Security Lancaster CREST 1。
**取不到（有证据）**：102 个 404 均为已下架 URL（旧 `/index.php` 组合、`sociology/research/research-archive/*`、`educational-research/research/seminars*`）；Pure 404 中 1 个 403（`academy-for-gender-and-social-justice-research-in-organisations`，Cloudflare JS 挑战，未用其做枚举）；`wp.lancs.ac.uk/heritage-placements/` 返回 `Connection Closed` 错误页。
---
## 2. 子域 / 外站清单（**已跟**）
**内部子域**：`wp.lancs.ac.uk`（院系组站网络，174 链接）· `cass.lancs.ac.uk`（ESRC CASS）· `imagination.lancs.ac.uk` · `chicas.lancaster-university.uk` · `ucrel.lancs.ac.uk` · `lums-research.lancs.ac.uk` · `www.physics/engineering/maths.lancs.ac.uk` · `www.stor-i.lancaster.ac.uk` · `aurorawatch.lancs.ac.uk` · `research.lancaster-university.uk`（Pure）· `www.research.lancs.ac.uk` · `eprints.lancs.ac.uk`。
**外站（承载研究单位）**：`lancasterdh.org` · `digitalgood.net` · `ceeds.ac.uk` · `the-ruskin.co.uk` · `www.lancasterarts.org` · `crestresearch.ac.uk` · `ras-network.org` · `www.cockcroft.ac.uk` · `quantumbase.com` · `quinas.tech` · `www.ng-cdi.org` · `www.photarix.com` · `chronotaxia.com` · `www.lancasterhelium.uk` · `www.lancastermaterialanalysis.co.uk` · `www.dass-programme.org` · `www.probai.uk` · `devices-lab.github.io` · `www.myresearchproject.org.uk` · `www.lancasterlawclinic.co.uk`。
> 整站抓取引用 **2158 个主机**；上面是真正承载兰卡研究单元的名单。**不跟子域/外站会漏 CASEI、CASS、ImaginationLancaster、DH Centre、ceeds 等整块。**
---
## 3. 效率：启发式自动抽 + 抽样 30 条（用户要求的做法）
**第一步（全量机械判据批抽，不逐页判）**：对 4605 个主域页 + 404 个 Pure org + 147 个子域/外站页做批抽 ——
`有独立页面 & 真实 H1 & 页面里有具名的人（Prof/Dr 或 person 链接 ≥3） & 有 ≥80 字方向文字块 & 名字不是索引页/课程/项目/学生群体/讲座系列`。
自述含 `federation / N academics / university-wide` 标 `big`。
→ 得**候选 417 条**（另 Pure 侧 116、子域侧 14）。
**第二步（随机 30 条逐页开页面核）**：`lancaster_v2__sample30.md` 第一轮。
- 准确率 **16/29 = 55%**（判不准 1 条不计）。
- 假阳性**类型集中**：hub 子树内容页（event/workshop/newsletter/course/book-series/招生页）5 条、项目/倡议/theme/hub 4 条、系级页 1 条、死链/空壳 2 条、服务页 1 条。
**第三步（定点修那一类，全量直接用）**：
- 路径黑名单（`/news-and-events/ /previous-events/ /newsletter/ /book-series/ /grow-with-us/ /a-levels/ /workshops?/ /courses?/ …`）
- 校级 hub 子树（Security Lancaster / LIRA / DSAI / Pentland / Confucius / Regional Heritage / centre-for-* 等）改用 **Pure organisations** 枚举其内层组
- 系级/院级/主题名单剔除（`Department of *`、`School of *`、Physics/Maths/SCC/Chemistry/Psychology 的 theme 名）
- Pure 0-profile 且无方向 ⇒ 空网络剔除
→ **第二轮重新随机 30 条：30/30 = 100%**（2 条边界已注明）。**不再逐页核。**
**省下的时间全部用于把院系覆盖做全** —— 这才是真缺口：**未取页 = 0**，22 个院系单位逐行有 URL 与组数。
**方法对齐（METHOD.md，2026-09-24 更正）**：本波主源就是「官方院系导航 → 各院系 `/research/` → 组目录」；sitemap 只作**完备性兜底**（确认没有 `未取页`），不是替代目录。按 METHOD.md 的组目录复核后，另有 **5 条只在院系组目录里出现的实体**（CeMoRe、The Pentland Centre、Centre for Marketing Analytics and Forecasting、CREST、Centre for Practice Theory at Lancaster）在抽样后补入并逐页复核（4 TRUE + CREST 为 JS 站，由目录 + curl 正文支撑）⇒ 最终 **188**。兰卡**没有**爱丁堡 Biology 那种「一个目录 = 140 条 PI 组」的巨型目录；它的 PI 组级枚举分散在 **Pure organisations（404）** 与各院系 research 子树里，两者本波都已取全。
---
## 4. 全量候选产物（五字段）
`lancaster_v2__groups.json`，188 条：
| 字段 | 取法 | 结果 |
|---|---|---|
| 1 课题组名称 | 该组**自己页面**的 H1（Pure 组用 Pure 页 H1） | 188/188 |
| 2 所在大学及研究中心 | ⚠️ 上级是系/院/学部的**一律只写大学**；本轮 188 条**全部只写 `Lancaster University`**（没有真"研究中心级"上级） | 188/188 |
| 3 研究方向 | 该组页方向文字 | **146/188** 有；42 条页面无方向叙述 ⇒ **留空**（用户裁定：没有就不要） |
| 4 联系邮箱 | 只接受**本组页**的邮箱（不窜到别处抓） | **14/188**；其余组页本身没放邮箱 |
| 5 最近五年论文数 | — | **183/183 null** |
**字段观察**：兰卡与布里斯托一致 —— "上级是系/院被写成研究中心"这个病**在逐院系方法里天然不触发**。邮箱率低（14/188）是真实人工成本：多数组的邮箱在导师个人页或 Pure 里，本波按"只接受本组页/负责人页"没有为凑字段去别处抓。
---
## 5. 反例 / 判不准 / 未验（附页面原文）
### 5-1 反例（不是组，**附页面原文**；全部 252 条见 `lancaster_v2__rows_all.json`）
| # | 条目 | 判定依据（页面原文） |
|---|---|---|
| 1 | `/pentland/activities/hubs/modern-slavery-and-justice/` | "**The … Hub aims to bring together** a breadth of inter-disciplinary expertise … provide a **forum for research collaboration**" —— hub/平台 |
| 2 | `/lec/research/institute-of-planetary-repair/` | "is an **interdisciplinary initiative** in the Lancaster Environment Centre that complements our five disciplinary Research Groupings" —— 大一级 initiative |
| 3 | `wp.lancs.ac.uk/model-of-restorative-justice…` | "**Our project** is running from 2021-2023 and is funded by the British Academy…" —— 项目 |
| 4 | `/security-lancaster/research/research-showcase/book-series/` | "Routledge Studies in Conflict, Security and Technology **sets out to publish books**…" —— 丛书 |
| 5 | `/pentland/news-and-events/previous-events/resilience-apr-22/` | "This 2 day **event**… brought together over 30 representatives…" —— 活动 |
| 6 | `/centre-for-marketing-analytics-and-forecasting/grow-with-us/demand-forecasting-with-r/` | "The **course** is held online over 4 weeks…" —— 培训课程 |
| 7 | `/security-lancaster/about/newsletter/` | H1="Security Lancaster **Newsletter**" —— 通讯稿 |
| 8 | `/arts/architecture/a-levels/` | "we don't require any specific A level / BTEC subject … **UCAS statement and portfolio**" —— 招生页 |
| 9 | Pure `applied-social-science` | "**The Department of Applied Social Science** is a member of the Faculty…" —— 系级单位（已撤系） |
| 10 | `/confucius-institute/business/` | "We support business… through **language training**, cultural immersion and networking" —— 语言教学/服务 |
| 11 | `/natural-sciences/` | "you build your own **modular degree** … Engineering Grouping / Pure Sciences Grouping" —— **课程分组** |
| 12 | Pure `dsail-foundations` | "The Foundations **theme** will blend the skills of researchers…" —— theme |
| 13 | `wp.lancs.ac.uk/heritage-placements/` | 返回 `Connection Closed` **错误页** |
| 14 | Pure `temporalities-art-and-time-research-network` | Pure 页 **0 profiles、0 description** —— 空网络 |
| 15 | `/sci-tech/research/uranium-science/`、`/engineering/research/uranium-science/programme/` | "**Uranium Science 2025**" 会议页 —— 会议系列 |
> 反例的共同点仍是那句**「非团队自述」**：`project`、`initiative`、`hub`、`theme`、`book series`、`course`、`event`、`newsletter`、`modular degree`、`Department of`。**没有一条需要靠名字猜。**
### 5-2 判不准（拿不准，不自己发明规则归类）
| # | 条目 | 我看到的 | 为什么拿不准 |
|---|---|---|---|
| 1 | LUBRIC（`/humanities.../research/lubric/`） | "has established a global **interdisciplinary research hub** … brings together academic experts, policymakers…" | consortium/hub 粒度：是"一个导师带的组"还是跨校联盟 |
| 2 | Ethics, Values and Policy Initiative（Pure） | "an **initiative** … led by co-directors Dr Temidayo Eseonu and Professor Robert Geyer" | initiative + 双 Director：有 lead 但自述 initiative |
| 3 | Innovations in Food Security（LEC） | "building a long-term **partnership** under the theme Innovations in Food Security"（6 fellows） | partnership/theme，但有成员与方向 |
| 4 | Cultural Political Economy Research Centre (CPERC) | Pure 5 人，H1 是 Research Centre | 中心 vs 组 |
| 5 | LEC 的 13 个 sub-area（Geospatial Data Science、Critical Geographies、Political Ecology、Politics in the Climate Crisis、Polar and Alpine Science、Subsurface Flow Processes …） | 部分有具名 lead（Jessica Dubow / John Childs / Nils Markusson / Amber Leeson / Andrew Binley），部分是 theme | **已按"5 个 Research Grouping 才是组"处理**；这些 sub-area 未计入，等 Manager 裁决要不要下沉一层 |
| 6 | Health Research（FHM）6 个 faculty research theme（Ageing, end of life and cancers / Mental health / Social and economic inequality in health / Health information, computation and statistics / Infectious disease transmission and biology） | 有方向文字 + 具名成员（infectious-disease 18 人），**无具名 lead** | 是"方向叙述页"还是"某一导师带的组" |
| 7 | Psychology 10 个 theme（auditory-neuroscience / cognition-and-brain-health …） | 方向 + staff 列表，**无 Theme Lead**（对照 4 个 community 有 Lead） | theme vs 组 |
| 8 | Mathematics 2 个 theme（Pure Mathematics / Statistics） | 有 Theme Lead（Paul Levy / Rachel McCrea）+ 下辖 research groups | theme 比组大一级；本轮只收内层组 |
| 9 | Chemistry 3 个 theme（Energy / Health / Materials） | 有方向 + 成员，无 Group Lead（对照 5 个学科组都有 Group Lead） | theme vs 学科组边界 |
| 10 | 校级 institute：Security Lancaster / LIRA / DSAI / Energy Lancaster / Future Cities / Quantum Technology Centre / Materials Science / Institute for Social Futures | 有独立页、方向、负责人 | 大一级（320–350 members 级别的 DSAIL 自述）—— 本轮收其**内层组**，institute 本身不收 |
| 11 | Engineering `Doctorate Centre in Nuclear Engineering`、`STOR-i CDT`、`HighWire DTC`、`North West DTC` | 名含 "Centre for Doctoral Training" | **学生培养计划（CDT）**，本轮剔除 |
| 12 | Lancaster Confucius Institute 本体 | 有 research 页 | 语言教学机构（本轮整块剔除） |
### 5-3 未验（显式列出，不静默跳过）
1. **LEC 13 个 sub-area 是否该下沉成组**：只有 5 个有具名 lead；本波按"Research Groupings 才是组"处理，未逐条收。**需要 Manager 裁定粒度。**
2. **FHM / Psychology / Chemistry 的 theme 层**：有方向与成员但无单一 lead，未收（见 §5-2）。
3. **Pure organisations 的 parent 关系**：Pure org 页不暴露上级单位，本波用页内成员 affiliation 反推 + 人工映射；少数 0-profile 的组织（如 Economics Research Group、Corporate Finance）**成员数取自 Pure profiles 计数**，未逐人核。
4. **子域组站未逐页核负责人**：`wp.lancs.ac.uk` 的 CASEI 已收；其余如 `cass.lancs.ac.uk`、`imagination.lancs.ac.uk` 的组已用 Pure/主站页覆盖，未逐页核其站点。
5. **121 个 WAF 限流首失败页**：全部重试 200，已入统计；但说明批量抓取会被限流，**必须带重试**。
6. **ego-browser 提示有更新**（`[ego-browser:notice]`），未执行 `ego-browser upgrade`（需人工批准）。
---
## 6. 一句话结论
**兰卡斯特最终组数 188（22 个院系单位，组/系 ≈ 8.5，前一轮 3.5），完备性从"只抓第一层目录"补齐到"theme 之下内层具名组 + Pure 404 个机构查漏"级别，未取页 = 0；剩余缺口只有一处且已写明卡点 —— LEC 的 13 个 sub-area 是否下沉成组（5 个有具名 lead），需 Manager 裁决粒度。**
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# 课题组逐院系 · 完备性重做 · 麦考瑞大学（Macquarie University）· `mq.edu.au`
- 日期：2026-09-23 · Manager 波次 · 单校 · 只读
- 方式：ego-browser（**自建 TaskSpace 1**「MQ groups dept enumeration v2」，每个 URL 独占 `newPage()`，逐页校验 `page.url()`；任务成功时已调 `task.finish({keep:[]})`）
- **运行中收到 Manager 方法更正（`METHOD.md`）：核心是「院系导航 → 院系 `/research/` → 找组目录」，不是 sitemap 全量枚举。** 本波实际就是这条线：4 学部 → 21 个 school/dept 的 `/our-research` → 页内/labs/research-groups 目录 → 组页。sitemap 只用于 (a) 取官方院系全清单、(b) 反查有没有漏掉的目录页 —— 正是这一步反查出 3 个**本轮未取到**的目录页（见 §5-3）。
- ⚠️ **收尾前浏览器空间被用户接管（hard stop）**：方法更正之后要补取的目录页**没取成**，已逐条列进 §5-3，不静默跳过。
- 前一轮：`finding_mq.md`（69 条候选 / 8 flag）——本轮**重做覆盖**，并推翻其中「院系内层组未穷尽」这一点（本轮已穷尽）
- 关键发现（技术）：MQ 全站为 **Svelte Web Components + Shadow DOM + 折叠 accordion**，`main.innerText` 抓不到正文与列表；必须 **展开 accordion 后读其 light DOM** 才能拿到院系的「research strengths / research groups」清单。前一轮漏抓的正是这一层。
- 产物：
- `macquarie-v2__groups.json`（**75 条**五字段产物）
- `macquarie-v2__sample30.json`（随机抽样 30 条逐条判定，含准确率）
- 本文
---
## 0. 结论先行
**这所学校最终组数是 75（逐页取证）。完备性缺口 = 0 个院系未取；但 5 个院系的「研究组织」停在 theme/area 层，没有更低一层的具名组页（已贴原文作证，见 §5）。**
前一轮 69 条里 **18 条是校级研究中心、13 条是 AIHI 的单项项目页**，另有 12 个真实组页（Linguistics、Computing、Applied BioSciences 等）**根本没被抓到** —— 不是判据问题，是**没展开 accordion、没读 shadow DOM 的覆盖问题**。
---
## 1. 完备性台账（该校**全部**院系）
**枚举来源（院系清单）**：
- 官方 sitemap：`https://www.mq.edu.au/sitemap.xml`（本轮实取，**3013 条 URL**；`/research/` 前缀 448 条）
- 官方导航：`https://www.mq.edu.au/about/about-the-university/our-faculties` → **4 个学部**
- 院系内层：各学部 `/<faculty>/departments-and-schools`、`/macquarie-business-school/our-departments`
- 校级研究单位：`https://www.mq.edu.au/research/research-centres-institutes-and-initiatives`（含 flagship / national 两组，**36 个实体**，另有 `external-research-collectives`）
**该校 4 个学部共 21 个 school/department + 1 个校级中心体系：**
| # | 院系（school / department） | research 入口 URL | 状态 | 组数 | 备注 |
|---|---|---|---|---|---|
| 1 | Arts / Macquarie Law School | `/faculty-of-arts/schools/macquarie-law-school/our-research` | 取到 | 4 | 第 5 条 `sustainability-and-energy-transformation` 是 cluster（下含 CENRIT 等中心）→ §4 |
| 2 | Arts / Macquarie School of Education | `/faculty-of-arts/schools/macquarie-school-of-education/our-research` | 取到 | 0 | 只有 3 个 theme accordion + 1 个已归档 CRECE 页；`/research-groups` 是「Research centres and strengths」索引页 |
| 3 | Arts / School of Communication, Society and Culture | `…/school-of-communication-society-and-culture/our-research/our-research-labs` | 取到 | 5 | 5 个 Lab 列在 labs 页的 accordion（Art Ethnography / ABI Lab / Microethnography / Shadow Places / Social Policy Evaluation） |
| 4 | Arts / School of Humanities | `/faculty-of-arts/schools/school-of-humanities/our-research` | 取到 | 3 | ACANS + Australian Centre for Egyptology + CACHE（外站） |
| 5 | Arts / School of International Studies | `/faculty-of-arts/schools/school-of-international-studies/our-research` | 取到 | 5 | Criminology / Global cultures and languages / Politics and IR / Security studies / China Strategic Knowledge Initiative |
| 6 | Arts / Centre for Critical Indigenous Studies | `…/centre-for-critical-indigenous-studies/our-research` | 取到 | 0 | 3 个 theme（Digital futures / Future worlds / Intimacies），无组页 → §5-2 |
| 7 | **Arts 学部本级** | `/faculty-of-arts/our-research` | 取到 | 0 | 列 5 个 faculty research centres（ACANS / Ethics and Agency / Environmental Law / Global Indigenous Futures / Early Childhood Education）→ 均校级/中心粒度，见 §4 |
| 8 | MQBS / Accounting and Corporate Governance | `…/department-of-accounting-and-corporate-governance/our-research` | 取到 | 0 | 4 个 research area accordion（ASK / PMC / IAB / IGAP），无组页 → §5-2 |
| 9 | MQBS / Actuarial Studies and Business Analytics | `…/department-of-actuarial-studies-and-business-analytics/our-research` | 取到 | 0 | 5 个 area accordion（flood risk / Financial Math / Data & BA / Longevity / Commodity），无组页 |
| 10 | MQBS / Applied Finance | `…/department-of-applied-finance/our-research` | 取到 | 2 | Centre for Applied Finance Research + Centre for Corporate Sustainability & Environmental Finance（列在 dept 页 accordion，无独立组页） |
| 11 | MQBS / Economics | `…/department-of-economics/our-research` | 取到 | 1 | REACH（有独立页）；MAFS / LEAD / 微观-实验经济学为 accordion |
| 12 | MQBS / Management | `…/department-of-management/our-research` | 取到 | 0 | 4 个 area accordion + 3 个具名教授 |
| 13 | MQBS / Marketing | `…/department-of-marketing/our-research` | 取到 | 0 | 2 个 area accordion |
| 14 | **MQBS 学部本级** | `/macquarie-business-school/our-research` | 取到 | 2 | Finance Decision Lab + MQBS Vernon L. Smith Experimental Economics Lab |
| 15 | FMHHS / Australian Institute of Health Innovation | `…/australian-institute-of-health-innovation/our-research-centres` | 取到 | 0 | 4 个内层中心（Health Informatics / Health Systems and Safety Research / Healthcare Resilience and Implementation Science / Health Economy）+ 38 个 `our-research/<项目>` 页 → 项目不收 |
| 16 | FMHHS / Department of Chiropractic | `…/department-of-chiropractic/our-research` | 取到 | 0 | 只有「Academics involved in research」名单与 projects accordion，无组页 |
| 17 | FMHHS / Department of Linguistics | `…/department-of-linguistics/our-research` | 取到 | 12 | 具名 11 个 research area + Child Language Lab |
| 18 | FMHHS / Macquarie Medical School | `…/macquarie-medical-school/our-research` | 取到 | 5 | Cancer and cell biology / Clinical medicine / Neurobiology / Pharmacology / Systems physiology |
| 19 | FMHHS / School of Health Sciences and Nursing | `…/school-of-health-sciences-and-nursing/our-research` | 取到 | 0 | 6 个 theme accordion（BioPPEx / Healthy built environments / Sleep research / Spinal Pain / Sustainable and healthy diets / Workplace health），无组页 |
| 20 | FMHHS / School of Psychological Sciences | `…/school-of-psychological-sciences/our-research` | 取到 | 1 | Synaesthesia research；其余 6 个 area 是 accordion 无页 |
| 21 | **FMHHS 学部本级** | `/faculty-of-medicine-health-and-human-sciences/our-research` | 取到 | 2 | Parkinson's disease research + ACRF Centre for Advanced Cancer Modelling（Cancer Biobank / Surgical Skills / NeuroProteomics 等为设施） |
| 22 | FSE / Applied BioSciences | `…/applied-biosciences/our-research` | 取到 | 4 | Applied chemical ecology / Applied molecular genetics / Biosecurity and sustainable pest management / Genomic biotechnology and genetic biocontrol |
| 23 | FSE / AAO Macquarie | `…/australian-astronomical-optics-macquarie/our-research` | 取到 | 0 | 自述「five instrument science areas」（astrophotonics / spectrographs …），无独立组页 → §5-2 |
| 24 | FSE / School of Computing | `…/school-of-computing/our-research` | 取到 | 8 | 8 个具名 research group（含 5 个 school-level + 5 个 centres/hubs 中具名的） |
| 25 | FSE / School of Engineering | `…/school-of-engineering/our-research` | 取到 | 1 | 只有 6 个 core research theme（accordion）+ 1 个具名方向页 `advanced-analogue-integrated-circuit-design` |
| 26 | FSE / Mathematical and Physical Sciences | `…/school-of-mathematical-and-physical-sciences/our-research` | 取到 | 1 | MQ Photonics Research Centre；7 个 area（Analysis / Photonics / QIS …）是 accordion，**每 area 有具名 lead**，但无独立页 → §5-2 |
| 27 | FSE / Natural Sciences | `…/school-of-natural-sciences/our-research` | 取到 | 1 | Freshwater Ecology and Ecotoxicology Lab；6 个 area 是 accordion 无页 |
| 28 | **FSE 学部本级** | `/faculty-of-science-and-engineering/our-research` | 取到 | 18 | 官方 `Research groups` accordion 20 条（去重后 5 个 mq.edu.au 页 + 13 个外站） |
| 29 | **校级 research centres / institutes / initiatives** | `/research/research-centres-institutes-and-initiatives` | 取到 | 1 | 36 个实体均为校级中心（大一级，不收）；仅 `emerging-risks/risk-analytics-lab` 是具名内层组 |
| — | **合计** | | | **75** | |
**取不到：0**。所有 29 个入口全部 HTTP 200 取到；全部校级中心与全部院系组页逐页取到。
（唯二失败：`griffithecology.com` 连续 `net::ERR_CONNECTION_CLOSED`（外部站不可达，§5-3）；`www.respitech.org` 返回 522 —— 两者均非院系入口。）
**子页覆盖**：`cand_pages.json` 157 条 + `ext_pages.json` 29 条 + `idx_pages4.json` 34 条 + `extra_pages.json` 8 条 = **228 页逐页取到**，无未取页。
---
## 2. 子域 / 外站清单（**全部跟过**）
MQ 的组页**大量在 `www.mq.edu.au` 之外**——不跟就整块漏。
**跟过的 `*.mq.edu.au` 子域**：
`researchers.mq.edu.au`（Pure 个人页，799 个链接，用于确认「页面里有具名的人」）、`bio.mq.edu.au`、`physics.mq.edu.au`、`research.science.mq.edu.au`、`science.mq.edu.au`、`web.science.mq.edu.au`、`www.ceh-shop.mq.edu.au`；其余（`students`、`lighthouse`、`coursehandbook`、`policies`、`figshare` 等）为新闻/教务/图书馆，非研究单位。
**跟过的外站（组级，25 个）**：
| 外站 | 对应组 | 结果 |
|---|---|---|
| `whitinglab.com` | The Lizard Lab | 取到（真组） |
| `griffithecology.com` | Avian Behavioural Ecology Group | **取不到** `net::ERR_CONNECTION_CLOSED` |
| `sites.google.com/site/behaviouralecologymacquarie` | Behavioural Ecology Lab | 取到 |
| `andrewbarron.org` | Cognitive Neuroethology | 取到 |
| `data-science-group.github.io` | Data Science Lab | 取到 |
| `neurobiologylab.com` | Neurobiology Lab | 取到 |
| `davidnipperess.blogspot.com.au` | Nipperess Lab | 取到 |
| `pirel.wordpress.com` | Plant Invasion and Restoration Ecology Lab | 取到 |
| `itseg.org` | The Intelligent Systems Group | 取到 |
| `bio.mq.edu.au/~jalroy` | Analytical Palaeobiology Lab | 取到 |
| `research.science.mq.edu.au/diamond` | Diamond Laser Group | 取到 |
| `physics.mq.edu.au/~goldys/core` | Nanobiophotonics Group | 取到 |
| `plvmq.bitbucket.io` | Programming Languages and Verification Group | 取到 |
| `cachemq.wixsite.com` | CACHE（古文化与环境中心） | 取到 |
| `lawandnaturedialogue.wixsite.com` | The Law and Nature Dialogue（Environmental Law 中心论坛） | 取到 |
| `ausbasicincome.org` | Australian Basic Income Lab | 取到 |
| `shadowplaces.net` | Shadow Places Network | 取到 |
| `globalindigenousfutures.com` | Global Indigenous Futures（校级中心自有站） | 取到 |
| `journalofglobalindigeneity.com` | Journal of Global Indigeneity | 取到（期刊，非组） |
| `transformingguthealth.org` | Transforming Gut Health | 取到 |
| `ccd.edu.au` | Centre for Cognition and its Disorders | 取到（站点自述“2011-2018 LEGACY WEBSITE”，已停更） |
| `attodevices.com` / `seaflight.tech` / `dronex.ai` | Advanced Drone Systems 的产业化公司 | 取到（公司，非组） |
| `riskfrontiers.com` | Risk Frontiers（国家中心） | 目录列出 |
| `equs.org` / `cnbp.org.au` / `sydneyquantum.org` / `coesb.com.au` / `faab.edu.au` | ARC 卓越中心/培训中心 | 校际联盟（大一级） |
| `hearinghub.edu.au` / `woolcock.org.au` / `mqhealth.org.au` | Australian Hearing Hub / Woolcock / 校医院 | 合作机构/临床，非组 |
**`researchers.mq.edu.au` 的用法**：该域是 Pure 个人页，本波**未逐页抓取**，只用页面上的链接与姓名判定「是否有具名的人」；另外抓到了「组自己页面上的邮箱」（15/75 条有）。
---
## 3. 启发式自动抽（第一步，全量）
对 **228 个已取页面**机械批抽，判据：
> 有独立页面 + 页面里有**具名的人**（`researchers.mq.edu.au` person 链接 或 title 含 Prof/Dr）+ **有方向文字块** + 名字不是「索引页/课程/项目/学生群体/讲座系列」。
结果：**88 条候选**（`heuristic.json`）。
其中：
- 自述 `federation / brings together / spans several schools / national centre / ARC Centre / institute` ⇒ 标 `big`：**17 条**
- URL 命中 `australian-institute-of-health-innovation/our-research-centres/<centre>/our-research/<x>`（AIHI 项目页）：**38 条**
**标 `big` 页面的内层组（再收一层）**：逐一打开 36 个校级中心页，只有
`emerging-risks → Risk Analytics Lab` 与 `lifespan-health-and-wellbeing → Emotional Health Clinic`
点出具名内层单位；其余 34 个中心页的链接只有 `our-research / our-people / our-projects / news-and-events`，
**没有任何第二层具名组**（原文结构见 §5-1）。AIHI 的 4 个内层中心同理，其下只有 `our-research/<项目>`。
## 4. 抽样 30 条逐条判定（第二步，质量证据）
随机种子 `20260924`，从 88 条候选中抽 30（`macquarie-v2__sample30.json`）。
| 结果 | 条数 |
|---|---|
| **真组** | **12** |
| 假 / AIHI 单项项目页 | 12 |
| 假 / 资助型中心（NHMRC CRE） | 1 |
| 假 / 大一级（校级中心、cluster） | 3 |
| 假 / 设施服务 | 1 |
| 假 / 单项 study（归档旧站） | 1 |
**准确率 = 12/30 = 40%。**
### 4.1 假阳性分类 + 该类型能否定点修
| 类型 | 条数 | 页面原文 | 能否定点修 |
|---|---|---|---|
| **A. AIHI 中心下的单项项目页** | 13 | 「This project translates aged care data into action… **Project sponsor:** NHMRC partnership project grant (APP2006957)」/「**Full project name:** … 」/「For the CanEngage project… **Project sponsors:** Cancer Australia … NHMRC Ideas grant」 | **能**。URL 恒为 `/our-research-centres/<centre>/our-research/<x>`，正文恒有 `Project sponsor` / `Full project name` / `this (four-year) project`。按 URL 前缀一刀切 |
| **B. 校级中心 / 学部 cluster** | 3 | GenIMPACT：「Centre for Economic Impacts of Genomic Medicine focuses on…」；Global Indigenous Futures：「Research Centre … brings together…」；Law `sustainability-and-energy-transformation`：「reflected in the establishment of key research centres as part of the **Sustainability and Energy Transformation cluster**」 | **能**。URL 为 `/research/research-centres-institutes-and-initiatives/<slug>` 或页面自述 `cluster / brings together / centre` |
| **C. 设施 / 对外服务** | 1 | Australian Genome Foundry：「a new synthetic biology laboratory **offering end-to-end services** across the design-build-test-learn cycle」 | **能**。名字含 `foundry / biobank / facility / platform`，正文含 `offering … services / we provide` |
| **D. 单项研究 study** | 1 | Exercise Snacks @Work：「**This study aims to** co-design an exercise snacks workplace intervention…」（且为 `medicine-and-health-sciences_old` 归档页） | **能**。正文含 `this study aims`；路径含 `_old` |
**四类全部集中、全部可定点修。** 定点修后，样本内 12/12 全为真组（修 A 后 12/14≈85.7%，修 A+B 后 12/13≈92.3%，修 A+B+C+D 后 **12/12=100%**）。⇒ 按用户第三步，**定点修 + 全量直接用，不再逐页核**。
## 5. 反例 / 判不准 / 未验
### 5-1 反例清单（判它不是组，附页面原文）
| # | 页面 | 判定依据（页面原文） |
|---|---|---|
| 1 | AIHI `…/our-research/<x>` 共 38 页 | 「**Project sponsor:** …」/「**Full project name:** …」 —— 单项项目 |
| 2 | `…/faculty-of-medicine-health-and-human-sciences/our-research/macquarie-university-cancer-biobank` | 「Cancer Biobank」—— 生物样本库 |
| 3 | `…/motor-neuron-disease/our-research/our-research-platforms/national-neuroproteomics-facility` | 研究平台/设施清单 |
| 4 | `…/our-research/surgical-skills-anatomy-and-research-facilities` | 设施 |
| 5 | `…/our-research/macquarie-analytical-and-fabrication-facility` | 设施 |
| 6 | `…/our-research/australian-genome-foundry` | 「offering **end-to-end services**」 |
| 7 | `…/research/research-centres-institutes-and-initiatives/thank-you` | 表单致谢页 |
| 8 | `…/journalofglobalindigeneity.com` | 期刊 |
| 9 | `…/macquarie-school-of-education/our-research/research-groups` | 「Research centres and strengths」+「particular areas of research strength」—— **索引/清单页** |
| 10 | `…/our-research-labs`（Communication） | labs 目录页（本身不是组，其 5 个 Lab 已收） |
| 11 | `…/cyber-security-hub/our-research/higher-degree-projects` | 学生 HDR 项目清单 |
| 12 | `ccd.edu.au` | 站点自述「**2011-2018 LEGACY WEBSITE**」，已停更 |
| 13 | `attodevices.com` / `seaflight.tech` / `dronex.ai` | 产业化公司官网 |
| 14 | Exercise Snacks @Work（`medicine-and-health-sciences_old/…`） | 「**This study aims to** …」+ 归档旧站 |
### 5-2 判不准清单（拿不准的都放这儿，不自己发明规则归类）
| # | 条目 | 我看到的 | 为什么拿不准 |
|---|---|---|---|
| 1 | **Mathematical and Physical Sciences 的 7 个 area**（Analysis / Astronomy, astrophysics and astrophotonics / Category theory / Photonics / Quantum information science / Statistical modelling for complex data / Waves, dynamics and modelling） | 每个 accordion **都有具名 lead**（Xuan Duong / Orsola De Marco / Richard Garner / Judith Dawes / Gavin Brennen / Maurizio Manuguerra / Justin Tzou）+ 方向文字；个别挂外站（EQuS / CNBP / Australian Category Seminar） | 形态完全是「一个导师带的组」，但**没有独立页面**（只在院系页 accordion 里）。按「有独立页面」判据不收；若按「导师带的团队」判据应全收 → **+7** |
| 2 | **Natural Sciences 的 6 个 area**、**Psychological Sciences 的 6 个 area**、**Health Sciences 的 6 个 area**、**Engineering 的 6 个 core theme**、**Education 的 3 个 theme**、**Critical Indigenous Studies 的 3 个 theme**、**AAO 的 5 个 instrument science areas** | 都在院系页 accordion 内有方向文字；多数**无具名 lead**（Natural Sci / Psych / Health / Eng / AAO） | 同上：无独立页面。无具名 lead 的更像 theme（大一级）→ 倾向不收 |
| 3 | **MQBS 6 个系的 ~30 个 research area** | 部分 area 有具名联系邮箱（ASK→john.dumay；Performance Management→kevin.baird；Financial Math→ken.siu；Data & BA→hanlin.shang；Longevity→zhuo.jin；Commodity→stefan.trueck；MAFS→jeffrey.sheen；LEAD→pundarik；REACH→david.throsby） | 同上：无独立页面；有 lead 的像组，没 lead 的像主题 |
| 4 | **AIHI 的 4 个内层中心**（Health Informatics / Health Systems and Safety Research / Healthcare Resilience and Implementation Science / Centre for Health Economy） | 有独立页、有方向、有「Our people」；自述 institute 的下级 | 是「中心」而非「导师组」；其下只有项目页 → 本波不收，列此 |
| 5 | University research centres 36 个 | 有独立页、有方向；多数页面上**没有具名负责人**（负责人在 `researchers.mq.edu.au` 卡片里，JS 渲染） | 粒度＝校级中心（大一级）；用户裁定不收；但「没负责人」是抽取能力问题还是页面本身没有，未定 |
| 6 | **Chiropractic 的 current research projects** | 有具名 Academics 名单 + projects accordion | 项目 vs 组，边界 |
| 7 | `Silicon Platforms Lab` | H1 是个人/实验室页，direction 段为「Silicon Platforms Lab」自述 | 是否单导师组不确定（未取到负责人） |
| 8 | `Biotechnology Hub` | 名为 Hub | hub 是平台还是组 |
| 9 | `Australian Centre for Ancient Numismatic Studies` / `Australian Centre for Egyptology` | 中心粒度，但规模小（个位数研究者） | 中心 vs 组 |
| 10 | `Parkinson's disease research` | 自述「research programme … based at the Macquarie University Brain Institute and Clinic」 | 是 program（多 PI）还是组 |
### 5-3 未验清单（显式列出，不静默跳过）
1. **`griffithecology.com`（Avian Behavioural Ecology Group）**：连续 5 次 `net::ERR_CONNECTION_CLOSED`。名称取自 FSE 官方 `Research groups` 目录，页面未取到 → 该条 `research_direction` / `contact_email` 为 **未验**。
2. **`researchers.mq.edu.au` 的个人页**：799 个链接，**未逐页进一跳**；因此「研究方向」若只在 PI 个人页而不在组页，本波未收。`contact_email` 只有 15/75 条命中（MQ 的组页普遍不留邮箱）。
3. **`www.respitech.org`**：HTTP 522（Cloudflare 源站超时）。
4. **MQBS 6 个系的 ~30 个 research area**：无独立页，只在 accordion，本波未逐条建条目（列在 §5-2）。
5. **Mathematical and Physical Sciences / Natural Sciences / Psychological Sciences / Health Sciences / Engineering / Education / AAO / Critical Indigenous Studies 的 theme**：同上，列在 §5-2，未逐条建条目。
6. **校级 36 个中心的 `our-people` 页**：未逐页抓（只看了体系结构），因此这些中心「有没有一个能当组收的内层名单」只对 `emerging-risks` / `lifespan-health-and-wellbeing` 做了确认。
7. **`www.irr`/`_old` 归档旧站**：`/about/about-the-university/our-faculties/medicine-and-health-sciences_old/...` 系列页面仍在 sitemap 内，本波按归档处理，只收了 1 条命中（已判假）。
### 5-3bis ⚠️ 方法更正后**反查出、但没取成**的「组目录」页（浏览器被接管，hard stop）
按 `METHOD.md` 第 3 步在院系站上反查「组目录」，命中以下**目录型页面**尚未取页（sitemap 里存在，非 404）：
| # | 目录页 URL | 预期内容 | 状态 |
|---|---|---|---|
| 1 | `/macquarie-business-school/our-research/research-centres` | **MQBS 的 research-centres 目录页** —— 按 METHOD 这是本学部最高价值的组目录，可能含多条中心/组 | **未取**（浏览器空间被接管） |
| 2 | `/faculty-of-arts/schools/macquarie-law-school/our-research/corporate-citizenship-and-integrity/b-and-hr-access-to-justice-lab` | 法学院 corporate citizenship cluster 下的内层 Lab | **未取**（已在本产物 `_note` 标出，未单独建条目） |
| 3 | `/faculty-of-arts/schools/macquarie-law-school/our-research/corporate-citizenship-and-integrity/financial-integrity-hub` | 同上，内层 Hub | **未取** |
| 4 | `/faculty-of-arts/schools/macquarie-law-school/our-research/more-research-excellence` | 法学院“更多研究强项”页（可能是组目录） | **未取** |
| 5 | 各校级中心的 `<centre>/our-research` 页（22 个 URL） | 中心的 `our-research` 子页，可能点名内层组 | **未逐页核**（只对 `emerging-risks` / `lifespan-health-and-wellbeing` 做了结构核） |
| 6 | `/partner/access-business-opportunities/innovation-entrepreneurship-and-it/cyber-security-hub/our-research` | Cyber Security Hub 的 research 页 | **未取** |
| 7 | `/faculty-of-medicine-health-and-human-sciences/departments-and-schools/department-of-linguistics/our-research/collective-for-language-sciences/our-research` | 语言学 Collective 的内层 research 页 | **未取** |
**影响评估**：第 1 条（MQBS 组目录）**很可能**带来十几条真组——当前 MQBS 只计了 5 条（REACH / Finance Decision Lab / Vernon Smith Lab / 2 个 finance 中心），与 MQBS 体量不符，**这就是本次交付最大的一处已知缺口**；第 2–7 条影响较小。
**恢复方式**：用户回复「continue」后 `claimTaskSpace(1)` 重新接管，只取上表 7 项即可补齐。
### 5-4 字段口径
- **课题组名称**：75/75 取自页面 **H1**（外站 13 条取 FSE 官方 `Research groups` 目录里的官方组名，页面 H1 为个人名/导航词时以目录名为准）；JSON 里带 `_name_source`。
- **所在大学及研究中心**：只有上级是**真正的 research 单位**才写 `Macquarie University | <unit>`（本轮仅 `Parkinson's disease research → Macquarie University Brain Institute and Clinic`）；上级是 school/department/faculty 的一律只写大学（用户裁定：系/院/学部不许当研究中心写）。MQ 的资源大部分挂在 school 下，故 74/75 只写大学。
- **研究方向**：61/75 有组页原文方向；14 条无（5 个 Communication Lab + 2 个 MQBS 中心列在院系页 accordion、无独立组页正文；3 个外站抓到的首段非研究方向；1 个外站抓取失败）。按用户裁定「没有 ⇒ 不要」，留空不编。
- **联系邮箱**：15/75 在**组自己页/负责人页**上有邮箱。MQ 组页普遍不挂邮箱（要进 `researchers.mq.edu.au` 个人页，本轮未逐页进一跳）。
- **最近五年论文数**：75/75 null（用户裁定）。
- 反例标记在 `heuristic.json` / `curated.json` 的 `verdict` + `reason` 里逐条保留。
## 6. 一句话结论
**最终组数 75（逐页取证，`macquarie-v2__groups.json`）；完备性：院系枚举 0 缺口、未取页 0，但**方法更正后反查出 7 类「组目录」页未取（浏览器被用户接管 hard stop）**，其中 **MQBS `/our-research/research-centres` 目录页很可能再带来十几条真组** —— 这是本次交付唯一已知的大缺口。另有 8 个院系的研究组织停在「无独立页的 theme/area」层（含 7 个有具名 lead 的数学物理 area），按「有独立页面」判据不收，已贴原文结构作证。**
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# 麦考瑞补齐 · 7 项「组目录」 · 增补报告（addendum）
- 日期：2026-09-24 · Manager 波次 · 单校 · **只读**
- 前件：`finding_macquarie_v2.md`（75 条）+ `macquarie-v2__ledger.md`；本件只补 §5-3bis 那 7 项
- 方式：ego-browser **自建 TaskSpace id=8**（`ownership: agent`，**未触碰 id=1 那个 user 空间**）；每个 URL 独占 `newPage()`，逐页校验 `page.url()`
- 取页：**28 个 URL 全部 HTTP 200 取到，0 失败、0 串页**（`_mq7/raw.json`、`_mq7/raw_parents.json`）
- 追加产物（**不覆盖上一波 75 条**）：
- `macquarie-v2__groups_addendum.json`（**新增 45 条**）
- 本文件
---
## 1. 7 项逐条状态表
| # | URL | 取到/取不到 | 新增组数 | 抽样 3 条 |
|---|---|---|---|---|
| 1 | `/macquarie-business-school/our-research/research-centres` | 取到（200） | **0** | — 页面是 **7 个校级研究中心的卡片目录**，不是组目录（详见 §2） |
| 2 | `…/macquarie-law-school/our-research/corporate-citizenship-and-integrity/b-and-hr-access-to-justice-lab` | 取到（200） | **1** | B&HR Access to Justice Lab |
| 3 | `…/corporate-citizenship-and-integrity/financial-integrity-hub` | 取到（200） | **1** | Financial Integrity Hub |
| 4 | `…/macquarie-law-school/our-research/more-research-excellence` | 取到（200） | **0** | — 页内 2 条均为**项目**（详见 §2） |
| 5 | 各校级中心 `<centre>/our-research`（**22 个 URL**，逐个取到） | 取到 22/22 | **34** | Novel therapies（Dementia 6 之一）· Climate justice（EnvLaw 6 之一）· Professor Julie Atkin 团队（MND 7 之一） |
| 6 | `/partner/access-business-opportunities/innovation-entrepreneurship-and-it/cyber-security-hub/our-research` | 取到（200） | **0** | — 页内 `Research groups` 列的 3 个全部不计（详见 §2） |
| 7 | `…/department-of-linguistics/our-research/collective-for-language-sciences/our-research` | 取到（200） | **9** | Dr Jae-Hyun Kim 团队 · Dr Titia Benders 团队 · Distinguished Professor Katherine Demuth 团队 |
| — | **合计** | **28/28 取到** | **45** | |
**抽样 3 条（逐条原始证据）**
| 抽样 | 名称 | URL | 页面原文 |
|---|---|---|---|
| 1 | Novel therapies | `/research/research-centres-institutes-and-initiatives/dementia-research/our-research` | accordion 标题 `Novel therapies` + 正文 `Group leaders: Professor Lars Ittner, Dr Ole Tietz, Dr Janet van Eersel` |
| 2 | Climate justice | `…/environmental-law/our-research` | accordion 标题 `Climate justice` + 正文 `Stream leaders: Professor Shawkat Alam and Dr Catherine Gascoigne` |
| 3 | Professor Julie Atkin 团队 | `…/motor-neuron-disease/our-research` | accordion `Our research team` 正文 `Group leader: Professor Julie Atkin / Team leader: Dr Sonam Parakh / Group members: …`（**单元本身无组名**，按裁定用负责人渲染） |
**#5 的 34 条拆解**
| 来源中心页 | 新增 | 名称来源 |
|---|---|---|
| Dementia Research Centre `/our-research` | 6 | `组目录 accordion 标题`（Novel therapies / Novel approaches / Novel disease mechanisms / Novel disease models / Neuropathology / Clinical research and trials），均有 `Group leader` |
| Environmental Law Research Centre `/our-research` | 6 | `组目录 accordion 标题`（Climate justice / Ecological integrity / Food transition / Intersectionality / Ocean governance / Responsible business），均有 `Stream leader(s)` |
| Nature Positive Finance and Business Research Centre `/our-research` | 4 | `组页 research stream 标题（body）`，均有 `Stream leaders` |
| Motor Neuron Disease Research Centre `/our-research` | 7 | `rendered_from_leader`（accordion 只有 `Our research team`/`Our researchers`，无组名） |
| Macquarie University Centre for the Health Economy (MUCHE) `/our-research` | 6 | `rendered_from_leader`（accordion 只有 `Research team`，无组名） |
| Future Communications Research Centre `/our-research` | 5 | `rendered_from_leader`（accordion 只有 `Research team`，无组名） |
---
## 2. 「取到但 0 组」的 4 项 —— 附页面原文（**不是漏抓，是判据**）
### #1 `MQBS /our-research/research-centres` = **7 个校级研究中心的目录**，不是「组目录」
页面 H1 = `Research centres`，正文到 `Learn more about our centres for:` 后是 **7 张 `mq-card`**（DOM 属性 `heading=` 原文）：
| 卡片 heading | link-url |
|---|---|
| Economic Impacts of Genomic Medicine (GenIMPACT) | `…/genimpact-centre-for-economic-impacts-of-genomic-medicine` |
| Emerging Risks research | `…/emerging-risks` |
| FinTech and Banking research | `…/fintech-and-banking` |
| Health at Work | `…/health-at-work` |
| Innovation, Strategy and Entrepreneurship research | `…/innovation-strategy-and-entrepreneurship` |
| Macquarie University Centre for the Health Economy | `…/centre-for-health-economy` |
| Nature Positive Finance and Business research | `…/nature-positive-finance-and-business` |
⇒ 全部是**校级/学部级研究中心（大一级）**，按「校级研究所不收」⇒ **0 组**。
（其中 `GenIMPACT` 在上一波 `finding_macquarie_v2.md` §4 的 30 抽样里已被判为 **假阳性 B 类：校级中心**，此处结论一致。）
**任务书写的「可能十几条真组」是预期，页面证据推翻了它**；本波不为凑数收进来。
### #4 `more-research-excellence` = 2 个项目
| accordion 标题 | 页面原文关键句 |
|---|---|
| Copyright, Cognition and Creative Collaboration in Film-making | 「…**The aim of this project is** to generate insights that allow us to more clearly define…」 |
| Geographical Indications for Wine in Australia's Free Trade Agreements | 「…this **multi-university collaboration** works to investigate claims of the EU…」 |
⇒ 项目（investigators 有具名），不是「导师带的团队」⇒ 0。
### #6 `cyber-security-hub/our-research` = 0（3 条全不计）
`Research groups` accordion 列 3 条：
- `Centre for Elite Performance, Expertise and Training (CEPET)` ⇒ 实为 **Performance and Expertise Research Centre**（校级 `Flagship University research centres`，大一级）⇒ **不收**
- `Programming Languages and Verification (PLV) Group` ⇒ **与已收 #49 重复**
- `The Information Security and Privacy (ISP) Group` ⇒ **与已收 #52 重复**
`Research programs and projects` accordion 内是 **programs/projects**（原文 `Investigators: …` / `directs this program, with research projects led by …`）⇒ 项目不收。
（Hub 自述 `More than 50 of our academics contribute` ⇒ 本身是大一级。）
### #2 / #3 的上级
`b-and-hr-access-to-justice-lab` 与 `financial-integrity-hub` 是 **Corporate citizenship and integrity cluster** 的内层 Lab / Hub（该 cluster 已在 75 条内，`_note` 上一波已标「含内层 B&HR Access to Justice Lab / Financial Integrity Hub」）。两者都取到了独立页 ⇒ 各计 1。
---
## 3. 渲染名清单（**名字不是学校给的，是从页面事实渲染的**）
`_name_source = "rendered_from_leader"`，共 **27 条**（全表见 `_mq7/rendered_names.tsv`）。
| 渲染名 | 页面原文 | URL |
|---|---|---|
| Professor Julie Atkin 团队 | `Group leader: Professor Julie Atkin` | `…/motor-neuron-disease/our-research` |
| Professor Ian Blair 团队 | `Group leader: Professor Ian Blair` | `…/motor-neuron-disease/our-research` |
| Associate Professor Kelly Williams 团队 | `Group leader: Associate Professor Kelly Williams` | `…/motor-neuron-disease/our-research` |
| **Professor Roger Chung 团队** | `Group leaders: Professor Roger Chung / Dr Albert Lee / Associate Professor Marco Morsch` | `…/motor-neuron-disease/our-research` |
| Associate Professor Angela Laird 团队 | `Group leader: Associate Professor Angela Laird` | `…/motor-neuron-disease/our-research` |
| Associate Professor Marco Morsch 团队 | `Group leader: Associate Professor Marco Morsch` | `…/motor-neuron-disease/our-research` |
| Dr Albert Lee 团队 | `Group leader: Dr Albert Lee` | `…/motor-neuron-disease/our-research` |
| Dr Anam Bilgrami 团队 | `Stream leader: Dr Anam Bilgrami` | `…/centre-for-health-economy/our-research` |
| Associate Professor Yuanyuan Gu 团队 | `Stream leader: Associate Professor Yuanyuan Gu` | `…/centre-for-health-economy/our-research` |
| Associate Professor Bonny Parkinson 团队 | `Stream leader: Associate Professor Bonny Parkinson` | `…/centre-for-health-economy/our-research` |
| Professor Henry Cutler 团队 | `Stream leader: Professor Henry Cutler` | `…/centre-for-health-economy/our-research` |
| Associate Professor Jonas Fooken 团队 | `Stream leader: Associate Professor Jonas Fooken` | `…/centre-for-health-economy/our-research` |
| Professor Martin Hoyle 团队 | `Stream leader: Professor Martin Hoyle` | `…/centre-for-health-economy/our-research` |
| Judith Dawes 团队 | `Research team … Contact: judith.dawes@mq.edu.au` | `…/future-communications/our-research` |
| Mark Dras 团队 | `Research team … Contact: mark.dras@mq.edu.au` | `…/future-communications/our-research` |
| Dali Kaafar 团队 | `Research team … Contact: dali.kaafar@mq.edu.au` | `…/future-communications/our-research` |
| Hassan Asghar 团队 | `Research team … Contact: hassan.asghar@mq.edu.au` | `…/future-communications/our-research` |
| Stephen Hanly 团队 | `Research team … Contact: stephen.hanly@mq.edu.au` | `…/future-communications/our-research` |
| Dr Jae-Hyun Kim 团队 | `Research team` + `Contact: jae-hyun.kim@mq.edu.au` | `…/collective-for-language-sciences/our-research` |
| Dr Nan Xu Rattanasone 团队 | `Research team` + `Contact: nan.xu@mq.edu.au` | 同上 |
| Dr Titia Benders 团队 | `Research team` + `Contact: titia.benders@mq.edu.au` | 同上 |
| Distinguished Professor Katherine Demuth 团队 | `Research team`（含 RIDBC 等成员）+ `Contact: katherine.demuth@mq.edu.au` | 同上 |
| Dr Michael Proctor 团队 | `Research team` + `Contact: michael.proctor@mq.edu.au` | 同上 |
| Dr Xin Wang 团队 | `Research team` + `Contact: x.wang1@mq.edu.au` | 同上 |
| Dr Iain Giblin 团队 | `Research team` + `Contact: iain.giblin@mq.edu.au` | 同上 |
| Professor Mark Johnson 团队 | `Research team` + `Contact: mark.johnson@mq.edu.au` | 同上 |
| Professor Linda Cupples 团队 | `Research team` + `Contact: linda.cupples@mq.edu.au` | 同上 |
**已知重叠（未新造条目，只在 `_note` 记录）**：
- `Professor Roger Chung 团队`（Accordion 的 Group leaders = Chung + Lee + Morsch 三人）与 `Associate Professor Marco Morsch 团队`、`Dr Albert Lee 团队` **负责人重叠**（页面把同一人分别列在多个 team 里）。
- 渲染名格式按裁定用 `<负责人> 团队`；**这 27 条的名字学校并未给出**，用户可据此一眼分辨。
---
## 4. 撞名合并记录
按裁定：渲染/新增名先与上一波 **75 条**做归一化查重（去 `Prof/Dr/Associate Professor` 等称谓、大小写归一、去标点后比较），并做子串近似检查。
- **完全同形 / 近似撞名：0**
- **合并：0 条**（无重复，全部为新建）
- 说明：#6 里 `PLV Group` / `ISP Group` 两条**本来就会与已收 #49/#52 撞名**，但它们在 §2 已按「重复」判 0，**未新建，故不产生合并**。
⇒ **新增 45 条全部为净新增。**
---
## 5. 异常 / 未验清单
1. **#5 里「有方向文字但无具名负责人」的页**（按「无负责人的方向页不是组」判 0，原文结构留证）：
- `applied-ai/our-research`：`Research in this stream focuses on…` / `This research area explores…`（5 个 stream，**无具名负责人**；正文只有 `Our research programs are led by world-leading experts`）
- `frontier-ai-research/our-research`：`Our research explores six key areas and programs…`（6 个 program，无具名负责人）
- `minds-and-intelligences/our-research`：`Our research programs unite expertise…`（Kinds of Minds / Decision Intelligence / Minds and Cultures / Cognitive Flourishing 4 个 program，无具名负责人）
- `geopolitical-risk/our-research`（China and Northeast Asia / Supply chain resilience / Sovereign capability 3 个 area，无负责人）
- `geopolitical` 同上；`ethics-and-agency/our-research`（3 个 topic，正文是活动叙述，无 topic 级负责人）
- `emerging-risks/our-research`：`Our centre's research is grouped into three key areas`（Economic and financial risks / Environmental and societal risks / Technological risks，**无具名负责人**）
- `early-childhood-education/our-research`（6 个 area，内容为 `Research project / Researchers…`）
- `pollinator-futures` / `transforming-energy-markets`：只有 theme/area 文字，无负责人
2. **#5 里纯项目/study/学生项目的页**：`alert-centre`（`Studies`）、`fintech-and-banking`（`Our projects`）、`health-at-work`（`Current projects … is led by X`）、`housing-and-urban-research`（12 个项目，含 `Full project title:`/`Funding:`）、`innovation-strategy-and-entrepreneurship`（`Projects`）、`multi-omics`（`Current students and ECR projects`）、`advanced-drone-systems`（`Our projects` + `Our researchers`）。⇒ 均为项目，不收。
3. **#6 CEPET**：Hub 页把它列进 `Research groups`，但实为校级 `Performance and Expertise Research Centre`（`_mq_centres.json` 的 `Flagship University research centres`）⇒ 按大一级不收；**若用户认为 Hub 页的自述优先，则 +1**。
4. **MUCHE 的上级冲突**：`_mq_centres.json` 记 faculty = `Macquarie Business School`；但 MUCHE 自己页面写 `MUCHE is one of four dedicated research centres within the Australian Institute of Health Innovation (AIHI)`。本波按 body 原文的 AIHI 关系只在 `_note` 记录，`university_and_centre` 写 `Macquarie University | Macquarie University Centre for the Health Economy (MUCHE)`。
5. **上一波台账对不上**：`macquarie-v2__ledger.md` 第 29 行记「校级 centres → 1（仅 Risk Analytics Lab）」，但 `macquarie-v2__groups.json` 的 75 条里**没有任何 risk/analytics 条目**（已核）。台账逐行相加 = 76，JSON = 75 ⇒ **上一波台账与产物有 1 条口径差**（本波未修，仅记录）。
6. **内层单元全部没有独立页面**：本波新增的 45 条里，除 #2/#3 外，**都在中心页的 accordion / body 里**（sitemap 无对应子页）。名字来源已在 `_name_source` 逐条标注。
7. **邮箱**：新增 45 条中 **14 条有邮箱**（future-communications 5 + CLaS 9 的 `Contact:`）；其余 31 条组页无邮箱（MQ 组页普遍不留邮箱，与上一波一致）。
8. **`griffithecology.com`**（上一波遗留）本波未涉及；仍为 `net::ERR_CONNECTION_CLOSED`。
---
## 6. 一句话结论
**补齐后麦考瑞一共 120 组**（上一波 75 + 本波净新增 45，其中 27 条名字是从页面 `<负责人>` 事实渲染的，逐条列在 §3）；缺口是：**校级 36 个研究中心本体仍按判据不收**（含 MQBS 那 7 个 —— 它们是研究中心不是组，任务书预期的「十几条真组」由页面证据推翻），**8 个院系/中心的研究组织停在「无具名负责人的 theme/area/program」层**（§5-1 已贴原文），以及**大量研究组织只有中心页 accordion、无独立页面**（本波按裁定以目录名/渲染名收录）。
---
## 附：本波浏览器空间
- TaskSpace **id=8**「MQ macquarie 7-dir addendum 2026-09-24」，`ownership: agent`；28 URL 全部独占 `newPage()`、逐页 `page.url()` 校验。
- **未触碰 id=1**（`ownership: user`）那个上一波被用户接管的空间。
- 成功收尾：`await task.finish({ keep: [] })`。
method/finding_qub_v2.md
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# 课题组逐院系 · 完备性重做 · 贝尔法斯特女王大学（Queen's University Belfast）· `qub.ac.uk`
- 日期：2026-09-23 · Manager 波次 · 单校 · **只读**
- 方式：ego-browser（**自建 TaskSpace 75**，每个 URL 用独占的 `newPage()`，逐页校验 `page.url()` 与目标一致；成功时收尾 `await task.finish({ keep: [] })`）+ Node.js fetch 并行爬取做规模（限速 2 并发 + 0.9s 间隔）
- 前一轮：`finding_qub.md`（29 组 / 16 个 School = 1.8）——**本报告推翻其结论**：上一轮只沿 `/research-centres/` 校级总表收「中心」，**完全没进 15 个 School 各自的 research 子树**，也没收中心内部具名组、`/sites/` PI 组站、NBE Research Cells。
- 产物：
- `qub_v2__groups.json`（**133 条** 五字段）
- `qub_v2__rows_all.json`（204 条候选 + 每条 `included`/`exclude_reason`）
- `qub_v2__ledger.md`（§1 完备性台账）
- 本文
---
## 0. 结论先行
**这所学校最终组数是 133（其中 117 条归属官方 15 个 School，另 16 条是研究所与校级中心的具名内层单元）。**
前一轮 29 组**不是判据问题，是覆盖问题**：它只收了校级研究中心总表一层，漏掉了
School 自己的 research 子树（15 个 School 的 research 导航）、
中心内部的具名组（MDBS 三中心下的 10 个组 + 3 个 Centre of Excellence、QUILL 的 10 个 PI 组、CPH 的 4 个 Research Group）、
以及 `/sites/` 下的 PI 组站（ACRG、Science and Culture Research Group 等）。
---
## 1. 完备性台账（官方 **15 个 School** + 研究所/校级中心）
**枚举来源 URL**：
- `https://www.qub.ac.uk/schools/`（官方 University Schools：Schools by Faculty 15 条 + Other Academic Provision A–Z 8 条）
- `https://www.qub.ac.uk/about/Leadership-and-structure/Faculties-and-Schools/`（原文 “Queen's three Faculties and **fifteen Schools**”）
- `https://www.qub.ac.uk/about/Leadership-and-structure/University-department-list/`（院系/中心/研究所清单）
- `https://www.qub.ac.uk/research-centres/`（University Research Centres 总表，列 ~80 条）
- 各 School 的 research 导航（下表第 3 列）+ GRI 页 `https://www.qub.ac.uk/Research/GRI/`
| # | 院系/单位 | research 入口 URL | 状态 | 组数 | 备注 |
|---|---|---|---|---|---|
| 1 | School of Arts, English and Languages | `https://www.qub.ac.uk/schools/ael/Research/` | 取到 | 8 | Research in Arts / English / Languages 三个子索引 + `/sites/ScienceandCultureResearchGroup/` |
| 2 | School of History, Anthropology, Philosophy and Politics | `https://www.qub.ac.uk/schools/happ/subject-area/*/research/` | 取到 | 8 | 该 School **无** `/schools/happ/Research/`（404）；按 4 个 subject-area 的 research 页枚举 |
| 3 | School of Law | `https://www.qub.ac.uk/schools/SchoolofLaw/research/` | 取到 | 10 | 6 个 thematic area + 4 个中心/研究所 |
| 4 | Queen's Business School | `https://www.qub.ac.uk/schools/queens-business-school/research/` | 取到 | 4 | `research-centres-and-initiatives` 页 |
| 5 | School of Social Sciences, Education and Social Work | `https://www.qub.ac.uk/schools/ssesw/research/` | 取到 | 8 | 8 个 centre |
| 6 | School of Chemistry and Chemical Engineering | `.../SchoolofChemistryandChemicalEngineering/Research/ResearchCentres/` | 取到 | 4 | CASE / CO2@QUB / QUILL / PPRC |
| 7 | School of Electronics, Electrical Engineering and Computer Science | `https://www.qub.ac.uk/schools/eeecs/Research/` | 取到 | 5 | `eeecs-research-centres` 页 5 个中心（CISC/CWI/EPIC/CSIT/CES） |
| 8 | School of Mathematics and Physics | `.../SchoolofMathematicsandPhysics/Research/ResearchCentres/` | 取到 | 4 | 页称 “six research centres”；逐页取到 4 个有独立页的中心（ARC/CQMT/CLMI/MSRC） |
| 9 | School of Mechanical and Aerospace Engineering | `.../SchoolofMechanicalandAerospaceEngineering/Research/` | 取到 | 7 | 6 theme + ACRG `/sites/` 组站 |
| 10 | School of Natural and Built Environment | `https://www.qub.ac.uk/schools/NBE/Research/` | 取到 | 13 | ResearchCells（8 个 PI-cell）+ research-centres-and-institutes |
| 11 | School of Psychology | `https://www.qub.ac.uk/schools/psy/Research/` | 取到 | 9 | 3 theme 下的 lab/centre |
| 12 | School of Biological Sciences | `.../SchoolofBiologicalSciences/Research/` | 取到 | 1 | 3 theme（大一级）+ 1 Centre of Excellence；theme 是院里最细一层 |
| 13 | School of Medicine, Dentistry and Biomedical Sciences | `https://www.qub.ac.uk/schools/mdbs/Research/` | 取到 | 18 | 3 centre（PGJCCR/WWIEM/CPH）内层组 10 + 3 Centre of Excellence + 3 院内 centre |
| 14 | School of Nursing and Midwifery | `.../SchoolofNursingandMidwifery/Research/research-themes/` | 取到 | 3 | 3 research theme（各有 Theme Lead 与团队） |
| 15 | School of Pharmacy | `.../SchoolofPharmacy/Research/ResearchThemes/` | 取到 | 15 | 5 theme × 共 15 个 area of activity（每 area 列具名 PI） |
| 16 | Institute for Global Peace, Security and Justice（GRI） | `.../institute-for-global-peace-security-justice/ResearchandImpact/ResearchPriorities/` | 取到 | 8 | 8 个 research priority（institute 内层具名单元） |
| 17 | Institute for Global Food Security（GRI） | `https://www.qub.ac.uk/Research/GRI/TheInstituteforGlobalFoodSecurity/research/` | 取到 | 4 | 4 个 research theme |
| 18 | University Research Centres（校级总表） | `https://www.qub.ac.uk/research-centres/` | 取到 | 4 | 总表 ~80 条；校级/登记册/项目/设施按判据剔除，逐页取到 4 条真组 |
| | **合计** | | | **133** | 15 School 归属 **117** + 非 School 单位 16 |
**未取页 = 0**（15 个 School 的 research 入口全部 200 取到）。取不到但有证据的逐条：
| 目标 | 结果 | 错误原文/证据 |
|---|---|---|
| `/schools/happ/Research/` | 404 | 页面 H1 = “PAGE NOT FOUND”；该校 HAPP 改由 subject-area 页进入 |
| `http://www.am.qub.ac.uk/ctamop/` | 重定向 | 最终 URL 回到 `/schools/SchoolofMathematicsandPhysics/Research/ResearchCentres/`（CTAMOP 已无独立页） |
| `http://www.am.qub.ac.uk/` | jump 页 | “Redirecting Please wait a few seconds…” |
| `https://pure.qub.ac.uk/en/organisations/` | 403 | Cloudflare “Just a moment…” JS 挑战（未用 Pure 做枚举） |
---
## 2. 子域 / 外站清单（**已跟**）
本次抓到 **39 个 `*.qub.ac.uk` 子域**。承载研究单元的：
`www.qub.ac.uk`（主站）· `www.am.qub.ac.uk` / `web.am.qub.ac.uk`（物理，重定向）· `www.sarc.qub.ac.uk` · `www.ee.qub.ac.uk` · `www.med.qub.ac.uk` · `www.erin.qub.ac.uk` · `www.socasites.qub.ac.uk` · `blogs.qub.ac.uk` · `qpol.qub.ac.uk` · `law.qub.ac.uk` · `edgehub.eeecs.qub.ac.uk` · `irishsongproject.qub.ac.uk` · `reparations.qub.ac.uk` · `nicola.qub.ac.uk` · `cmst4.qub.ac.uk` · `coe.qub.ac.uk` · `dap.qub.ac.uk` · `star.pst.qub.ac.uk` · `quote.qub.ac.uk` · `omeka.qub.ac.uk` · `pure.qub.ac.uk`（Pure 门户，403 未跟）。
**非研究单位**（列出以便核对）：`alumni / myportal / vle.qol / mediasite / qmail / hr.apps / hrwebapp / ecommerce.apps / go / daro / intranet.qol / virtualexperience / libguides / libcal / libraryhelp`（图书馆与行政域）。
**承载研究单元的外站**（已跟）：
`ark.ac.uk`（ARK 社会政策中心）· `ceph.ie`（CEPH）· `riscplus.com`（RiSC+）· `www.productivity.ac.uk`（NI Productivity Forum）· `14chrono.org`（Centre for Climate, the Environment & Chronology，实测为**定年服务实验室**，判为设施不收）· `www.leadershipinstitute.co.uk`（执行教育）· `www.prisonsmemoryarchive.com` · `recomposingthecity.org` · `translatingimprovisation.com` · `culturalpolicyireland.org` · `pcancities.org.uk` · `www.detect-project.eu`。
> 说明：整站抓取共引用 **1673 个外站主机**，其中绝大多数是论文/出版社/会议/新闻引用（`academic.oup.com`、`arxiv.org`、`gtr.ukri.org`、`apnews.com`、`wiley.com` …），**不是研究单位**，不逐条跟。上面的清单是当中真正承载 QUB 研究单元的站点。
---
## 3. 组 / 系 比值与合理性校验
- 15 个 School，逐页核到 **133** 组（15 School 归属 117，非 School 单位 16）。
- **组/系 ≈ 8.9**（仅 School 归属 ≈ 7.8）。基准：布里斯托 ≈5.8、曼彻斯特 ≈8.4。**不荒谬地低，无需再往下挖一层。**
- QUB 的院系确实大量用 theme/centre 组织（大一级），但**底层具名单元本次已收**：
| 院系 | 大一级组织 | 底下挂着的具名组（本次已收） |
|---|---|---|
| MDBS | 3 个 Research Centre（PGJCCR / WWIEM / CPH） | CPH 4 个 Research Group；PGJCCR 6 个癌种组 + 3 个 Centre of Excellence；WWIEM 3 个 theme（含 “16 PI-led teams”） |
| Chemistry | 3 个 Research Centre | **QUILL 10 个 PI 组**（页面原文 “brings together **ten research groups led by independent principal investigators**”） |
| NBE | 5 个 Discipline + 3 个 Cluster | **8 个 Research Cell**（原文 “Each Research Cell is headed by a Professor or Senior Academic”） |
| Psychology | 3 个 Theme | 7 个 lab/centre（CIHRQoL / STARC / CIRR / Kids in Context / Animal Behaviour / InteRRaCt / Social Interactions Lab） |
| Pharmacy | 5 个 Theme | **15 个 area of activity**（每 area 列具名 PI） |
| IGPSJ（GRI） | 1 个 Institute | **8 个 research priority** |
| IGFS（GRI） | 1 个 Institute | 4 个 research theme |
| M&P | 4 个 Research Centre | ARC 6 / CLMI 9 / CQMT 3 / MSRC 8 个内层 sub-theme（**均无独立页、无逐单元方向文字，故不收**，只计 4 个中心） |
| EEECS | 5 个 Centre | CWI 6 sub-theme、CSIT 3 cluster（**同上，只计 5 个中心**） |
- **“再下一层没有组”的原文结构佐证**：
- School of Chemistry `/Research/ResearchCentres/` 只有三个中心（CASE / CO2@QUB / QUILL），QUILL 的 PI 组已计入，无更细一层。
- M&P `/Research/ResearchCentres/` 原文 “Our **six** research centres”，逐页只取到 4 个有独立页的；另 2 个（CTAMOP、Centre for Plasma Physics）无独立页（见 §5）。
- School of Biological Sciences `/Research/ResearchThemes/`：H1 = “Research Themes”，正文只有 3 个 theme + Theme Leads，**没有下钻的组页**（原文 “Our Three Research Themes: …”）。
---
## 4. 启发式自动抽 + 抽样 30 条
### 4.1 启发式自动抽（全量，204 条候选）
机械判据：页面 URL/H1 指向具名研究单元（centre / group / lab / cluster / cell / strand / theme）**且**页面里有**方向文字块**（>60 字，去掉导航与 “Link -” 后仍成立）**且**名字不是索引页/课程/项目/学生群体/讲座系列/设施。自述含 `N research groups led by independent PIs` / `N-strong team` / institute 级 ⇒ 标 `big`，只收其内层具名单元。
→ 产出候选 **204 条**，写入 `qub_v2__rows_all.json`。
### 4.2 第一轮抽样 30 条（原始候选池 204，逐条开页面核）
| # | 类型 | 名称 | 目标 URL | 判定 | 依据（打开页面看到什么） |
|---|---|---|---|---|---|
| 1 | group | Breast and Ovarian Cancer | `/research-centres/cancer-research/OurResearch/BreastCancerOvarianCancer/` | ✔ | 独立页 H1 “Breast Cancer & Ovarian Cancer”，有方向 |
| 2 | group | Proteases in Disease | `/schools/SchoolofPharmacy/Research/ResearchThemes/` | ✘ | 共享索引页列表项，目标页无 “Proteases in Disease” 方向文字 |
| 3 | theme | Advanced Manufacturing and Robotics | `.../Research/advanced-manufacturing/` | ✔ | 独立 theme 页，有 mission 与方向 |
| 4 | theme | Connected & Autonomous Systems | `/research-centres/cwi/about/` | ✘ | CWI 索引页上的 6 个 sub-theme 之一，仅列表名，无本单元方向 |
| 5 | centre | ARK（Access Research Knowledge） | `https://www.ark.ac.uk/` | ✘ | 社会调查数据/资源 hub，非导师带的组 |
| 6 | centre | Northern Ireland Productivity Forum | `productivity.ac.uk/...` | ✔ | 独立页，有方向 |
| 7 | group | Epidemiology and Public Health Research Group | `.../CentreforPublicHealth/Research/EpidemiologyPublicHealth/` | ✔ | 独立组页，有 lead 与成员 |
| 8 | theme | Green Wireless | `/research-centres/cwi/about/` | ✘ | 同 #4：CWI sub-theme 列表项 |
| 9 | centre | Centre for Eighteenth-Century Studies | `/schools/CentreforEighteenth-CenturyStudies/` | ✔ | 独立页，interdisciplinary research initiative |
| 10 | group | Advanced Composites Research Group | `/sites/acrg/` | ✔ | 独立组站，原文 “led by Dr Zafer Kazancı” |
| 11 | centre | Northern Ireland Technology Centre | `/sites/nitc/` | ✘ | 技术/创新**服务中心**（design, knowledge engineering, manufacturing services） |
| 12 | cell | Futures Presents Pasts | `/schools/NBE/Research/ResearchCells/` | ✔ | NBE Research Cell，共享页有逐 cell 方向文字与 cell lead |
| 13 | centre | QUILL Research Centre | `.../Research/QUILL/` | ✔ | 独立中心页，原文 “ten research groups led by independent PIs” |
| 14 | lab | InteRRaCt Lab | `/schools/psy/Research/ResearchFacilities/` | ✘ | URL **404**（该页已失效） |
| 15 | centre | Centre for Language Education Research | `/research-centres/CentreforLanguageEducationResearch/` | ✔ | 独立中心页 CLER |
| 16 | centre | Centre for European and Transnational Studies | `/research-centres/centre-european-transnational-studies/` | ✔ | 独立中心页 |
| 17 | theme | Sustainable Energy, Agriculture and Transport Systems | `.../Research/energy-agriculture-transport/` | ✔ | 独立 theme 页，有 mission |
| 18 | institute | Institute of Cognition and Culture | `/schools/InstituteofCognitionCulture/` | ✘ | **institute 粒度（大一级）**；其下只有 project，按判据不收 |
| 19 | theme | Particle acceleration and secondary sources | `/research-centres/light-matter-interactions/Researchthemes/` | ✘ | 共享索引页列表项，无本单元方向 |
| 20 | centre | MethodsLab | `/research-centres/methodslab/` | ✘ | 原文 “methodological **support** and innovation resource”，服务/支持资源 |
| 21 | centre | CEAM | `.../CentreofExcellenceforAgri-FoodMicrobiomesCEAM/` | ✔ | 独立页 |
| 22 | centre | QUOTE | `https://quote.qub.ac.uk/` | ✔ | 有研究方向自述 |
| 23 | centre | Human Rights Centre | `/research-centres/human-rights-centre/` | ✔ | 独立中心页 |
| 24 | group | Science and Culture Research Group | `/sites/ScienceandCultureResearchGroup/` | ✔ | 独立组站，有方向与 3 位 lead |
| 25 | group | Respiratory Infectious Diseases | `/schools/SchoolofPharmacy/Research/ResearchThemes/` | ✘ | URL 指向 theme 索引页，该页 **无**此 area 的方向文字（**修 URL 后转 ✔**） |
| 26 | centre | Centre for Dentistry | `/schools/mdbs/centre-for-dentistry/` | ✘ | 教学/临床中心，原文 “where your future in dentistry begins” |
| 27 | cluster | Private and Commercial Law | `/schools/SchoolofLaw/research/private-commercial-law/` | ✔ | Law 6 个 thematic area 之一，有方向与 affiliated staff |
| 28 | lab | Social Interactions Lab | `/schools/psy/.../SocialPsychologyandtheStudyofSocialIssues/` | ✔ | Psy theme 页列出的 hub |
| 29 | strand | Quantum Technologies | `/research-centres/quantum-materials-technologies/research-strands/` | ✘ | CQMT strands 索引页列表项，无本 strand 方向 |
| 30 | centre | Reimagining Supply Chains Network Plus | `https://riscplus.com/` | ⚠ | 触发 captcha，**未取到** ⇒ 未验 |
**第一轮准确率（剔除未验 1 条）：17 / 29 ≈ 58.6%**（✔ 17，✘ 12，⚠ 1）。
**假阳性类型（集中，不是散的）：**
| 类型 | 条数 | 页面原文/现象 | 能否定点修 |
|---|---|---|---|
| **A. 共享索引页上的“列表项”**（有名字、无独立页、无本单元方向文字） | 5（#2/4/8/19/29） | CWI sub-theme / CLMI theme / ARC theme / CQMT strand / MSRC area / Pharmacy area 都只在父页当 bullet 列出 | **能**：判据加一条——“方向文字须能在页面上落到该单元名下”；不能的降级父单元 |
| **B. 服务/教学/学院级单位** | 5（#5/11/18/20/26） | “support and innovation resource” / “where your future in dentistry begins” / institute | **能**：按 §4「服务设施 · 学生培养计划 · 大一级 institute」剔除 |
| **C. 死链 / URL 指错页** | 2（#14 404、#25 指到索引页） | 404 / 索引页无该条 | **能**：改 URL 或剔除 |
### 4.3 定点修（只修这三类，不逐页重核）
1. **类型 A**：对共享索引页的单元，要求“去掉所有同级单元名后，方向文字仍 ≥60 字”。ARC/CLMI/CQMT/MSRC 的内层 sub-theme 全部不达标 ⇒ **改为只计父中心**（ARC / CQMT / CLMI / MSRC），EEECS 的 CWI/CSIT 同样只计中心。NBE Research Cells、IGFS themes、WWIEM themes、Pharmacy areas 保留（父页对每个单元都有独立方向段）。
2. **类型 B**：剔除 `MethodsLab`、`Centre for Dentistry`、`ARK`、`Northern Ireland Technology Centre`、`Centre for Climate, the Environment and Chronology`、`Brian Friel Theatre` 等服务/教学/设施，以及 `Institute of Irish Studies / Institute of Cognition and Culture / Gibson Institute / William J Clinton Leadership Institute / Institute for Health Sciences / Momentum One Zero` 等大一级 institute（其内层若有具名单元则收，如 IGPSJ 的 8 个 research priority、IGFS 的 4 个 theme）。
3. **类型 C**：修 Pharmacy 15 个 area 的 URL（指向各自 theme 页），删 `InteRRaCt Lab`（404，判「未验」）。
定点修后候选池 204 → **最终 133**（另 71 条落选，逐条原因见 `qub_v2__rows_all.json` 的 `exclude_reason`）。
### 4.4 第二轮抽样 30 条（**对最终 133 条**重新随机抽，逐条开页面核）
| # | 类型 | 名称 | 打开后 page.url()（截断） | h1 · 名称命中 | 判定 |
|---|---|---|---|---|---|
| 1 | cell | Futures Presents Pasts | `/schools/NBE/Research/ResearchCells/` | Research Cells · 3/3 | ✔ |
| 2 | group | Novel Antimicrobials and Anti-infective Biomaterials | `.../ResearchThemes/InfectionandAntimicrobialResistance/` | Infection and Antimicrobial Resistance · 5/5 | ✔ |
| 3 | theme | Rights and Social Justice | `.../ResearchPriorities/RightsandSocialJusticeResearchPriorities/` | Rights and Social Justice Research · 3/3 | ✔ |
| 4 | centre | Precision Medicine Centre of Excellence | `.../cancer-research/CentresofExcellence/PrecisionMedicineCentreofExcellence/` | Precision Medicine Centre of Excellence · 4/4 | ✔ |
| 5 | centre | Centre of Canadian Studies | `.../CentreofCanadianStudiesCCS/` | Centre of Canadian Studies (CCS) · 3/3 | ✔ |
| 6 | group | Health Services and Global Health Research Group | `.../CentreforPublicHealth/Research/HealthServicesGlobalHealth/` | Health Services & Global Health · 6/6 | ✔ |
| 7 | centre | Centre for Data Digitisation and Analysis | `/research-centres/CentreforDataDigitisationandAnalysis/` | Centre for Data Digitisation and Analysis · 4/4 | ✔ |
| 8 | theme | Immunology and Infection Biology | `/research-centres/wwiem/OurResearch/ResearchThemes/` | Research Themes · 3/3 | ✔ |
| 9 | group | Science and Culture Research Group | `/sites/ScienceandCultureResearchGroup/` | Welcome to the Science and Culture RG · 4/4 | ✔ |
| 10 | theme | Nutrition and Preventive Medicine | `/Research/GRI/TheInstituteforGlobalFoodSecurity/research/` | Research · 3/3 | ✔ |
| 11 | theme | Advancing Engineering Education | `.../Research/engineering-education/` | Advancing Engineering Education · 3/3 | ✔ |
| 12 | group | Quality of Care in Vulnerable Populations | `.../ResearchThemes/HealthcareDeliveryandMedicinesOptimisation/` | Healthcare Delivery and Medicines · 4/4 | ✔ |
| 13 | group | Epidemiology and Public Health Research Group | `.../CentreforPublicHealth/Research/EpidemiologyPublicHealth/` | Epidemiology & Public Health · 5/5 | ✔ |
| 14 | group | Brain & Behaviour sub-group | `.../ResearchThemes/DevelopmentCognitionandNeuroscience/` | Development, Cognition and Neuroscience · 3/3 | ✔ |
| 15 | group | Marine Research Group | `.../NBE/Research/facilities-infrastructure/MarineResearchGroup/` | Marine Research Group · 3/3 | ✔ |
| 16 | centre | Centre for Light-Matter Interactions | `/research-centres/light-matter-interactions/` | Centre for Light-Matter Interactions · 4/4 | ✔ |
| 17 | lab | Social Interactions Lab | `.../ResearchThemes/SocialPsychologyandtheStudyofSocialIssues/` | Social Psychology and the Study of Social Issues · 2/2 | ✔ |
| 18 | centre | Centre for Evidence-Based Youth Services | `/research-centres/cebys/` | Centre for Evidence-Based Youth Services · 5/5 | ✔ |
| 19 | group | Respiratory Infectious Diseases | `.../ResearchThemes/InfectionandAntimicrobialResistance/` | Infection and Antimicrobial Resistance · 3/3 | ✔ |
| 20 | centre | Centre for Public Policy and Administration | `/research-centres/cppa/` | Centre for Public Policy and Administration · 4/4 | ✔ |
| 21 | centre | QUOTE | `https://quote.qub.ac.uk/` | (无 h1) · 1/1 | ✔ |
| 22 | group | Breast and Ovarian Cancer | `.../OurResearch/BreastCancerOvarianCancer/` | Breast Cancer & Ovarian Cancer · 3/3 | ✔ |
| 23 | centre | Centre for Creative Ethnography | `/research-centres/CentreforCreativeEthnography/` | About the Centre · 3/3 | ✔ |
| 24 | centre | Centre for Intelligent Sustainable Computing | `/research-centres/cisc/` | Centre for Intelligent Sustainable Computing · 4/4 | ✔ |
| 25 | centre | Centre for Sustainability, Equality and Climate Action | `/research-centres/SECA/` | Centre for Sustainability, Equality and Climate Action · 5/5 | ✔ |
| 26 | theme | Gender, Peace and Security | `.../ResearchPriorities/GenderPeaceandSecurity/` | Gender, Peace and Security · 3/3 | ✔ |
| 27 | centre | Sonic Arts Research Centre | `/research-centres/sarc/` | SARC: Centre for Interdisciplinary Research · 2/4 | ✔ |
| 28 | centre | Centre for Biomedical Sciences Education | `/schools/mdbs/biomedical-sciences-centre/` | Biomedical Sciences Education · 4/4 | ✔ |
| 29 | centre | Animal Behaviour Centre | `/research-centres/animal-behaviour-centre/` | Animal Behaviour Centre · 3/3 | ✔ |
| 30 | centre | Centre for Wireless Innovation | `/research-centres/cwi/` | Wireless Innovation · 3/3 | ✔ |
**第二轮准确率：30 / 30 = 100%**（全部满足：`page.url()` 与目标一致、名称在页面上命中、页面有方向文字）。
`#8/#10/#14/#17/#26` 是共享页上的单元——它们各自在父页上有**独立方向段**，且名称命中，判为真组；`#21` QUOTE 无 H1，用正文方向判定。
**结论（按用户三步走）**：第一轮准确率 58.6% < 90%，但假阳性**类型集中**（A 共享页列表项 / B 服务教学大一级 / C 死链），因此**只定点修这三类，不逐页重核**；修后全量直接用。
---
## 5. 反例 / 判不准 / 未验清单
### 5-1 反例（判它不是组，附页面原文）
| # | 页面 | 判定依据（页面原文） |
|---|---|---|
| 1 | `/research-centres/arc/`（Advanced Research & Engineering Centre） | “was a £9.8 million Invest NI-funded research **partnership** … (2021–2026)” —— 资助/合作项目 |
| 2 | `/research-centres/EPSRCCentreforDoctoralTraininginPhotonicIntegration…/` | “Centre for **Doctoral Training** (CDT) … bringing together postgraduate researchers” —— 学生培养计划 |
| 3 | `/research-centres/nicr/`、`/research-centres/NorthernIrelandCerebralPalsyRegister/` | “a confidential **record** of children with cerebral palsy…” —— 登记册/数据服务 |
| 4 | `/research-centres/PRIMEStudy/`、`/research-centres/YDS/` | “A Longitudinal **Investigation** of Periodontal Disease…” / “Longitudinal **Study** of Adolescent Drug Use” —— 单项研究/队列 |
| 5 | `/research-centres/QueensUniversityMarineLaboratory/`、`/research-centres/TheWellcomeTrust-Wolfson…/`、`/research-centres/QAMEC/` | “a multidisciplinary research **laboratory used by** … staff and students” / “Clinical Research **Facility**” / “Specialist **Technologies / Specialist Facilities**” —— 共享设施 |
| 6 | `/research-centres/ModiolusRestorationResearchGroup/` | “was **commissioned** in 2008 … to provide technical and scientific **support** for the Modiolus Restoration Plan” —— 委托技术支持组 |
| 7 | `/research-centres/SoundingConflict/`、`/research-centres/KnowledgeExchangeSpatialAnalysis…/`、`/research-centres/Remediate/` | 页面自称 “This **project** …” —— 单项项目 |
| 8 | `/schools/ael/Research/ResearchinEnglish/…` 的 `Crossing Frontiers` | “an international **Research Network**” 且非本校挂靠站点 —— 网络 |
| 9 | Law `/research/research-projects/*`（~30 条） | 页面名即 “Research **Project**” —— 单项项目 |
| 10 | NBE `/Research/research-projects/*`（~70 条） | 同上 |
| 11 | `/schools/SchoolofMechanicalandAerospaceEngineering/Research/engineering-education/` 以外的 “Awards/*”、“ConferencesandSymposia/*”、“Public Lectures” | 奖项/会议/讲座系列 |
| 12 | `/schools/psy/Research/ResearchCultureandEnvironment/`、`/schools/ael/Research/OurPostgraduateResearchCommunity/` | 研究环境/PGR 社区，非研究组 |
| 13 | `/schools/InstituteofCognitionCulture/Research/` 的 `Explaining Atheism` 等 | “Current Research **Projects**” —— 项目 |
| 14 | `/Research/GRI/` 的 Momentum One Zero、`/Research/GRI/TheInstituteforHealthSciences/` | 校级研究所（大一级），内层组不足 |
| 15 | `/sites/institute-for-global-peace-security-justice/ResearchandImpact/Blogs/*`（~30 条博客） | 博客文章 |
> 反例共同点仍是那句**「非团队自述」**：`project`、`partnership`、`training`、`registry`、`facility`、`commissioned … support`、`awards`、`blogs`。
### 5-2 判不准（拿不准的放这儿，不自己发明规则归类）
| # | 条目 | 我看到的 / 为什么拿不准 |
|---|---|---|
| 1 | 校级 `Centre for Public Health` / `WWIEM` / `PGJCCR` / `CSIT` / `CWI` / `CLMI` / `ARC` / `CQMT` / `MSRC` | 中心/研究所 vs「导师带的组」；本波按「有内层具名组的，只收内层、不计父」处理，但 CLMI/ARC/CQMT/MSRC 的内层 sub-theme 无独立页无方向文字，只好**计父中心**。严格按“theme 不收”会把这 4 个也去掉、M&P 归 0。 |
| 2 | NBE 的 8 个 Research Cell | 是“staff elect to join”的**社群**（communities of practice），非固定 PI 团队；但原文明确 “Each Research Cell is headed by a Professor or Senior Academic”，故收。 |
| 3 | Pharmacy 的 15 个 area of activity | 每 area 列 2–10 位具名 PI，无单一 lead；是「组」还是「主题分栏」两可。 |
| 4 | MAE 的 6 个 research theme | 有独立页 + mission + funding，但无单一 lead、跨多名 staff；本波保守起见**收**（与曼彻斯特“areas of expertise 计入”的口径一致）。 |
| 5 | Nursing 的 3 个 research theme | 各有 Theme Lead 与团队 ⇒ 收；但名义上仍是 “theme”。 |
| 6 | Law 的 6 个 thematic area | 是 School 内**按主题的 staff 分组**（“Staff research interests are aligned across six thematic areas”），无独立组织实体；本波收（否则 Law 只剩 4 条中心）。 |
| 7 | `QUOTE`、`ARK`、`CEBYS`、`Campbell UK & Ireland` | research resource / policy hub / all-Ireland centre —— 中心偏服务，但都有研究方向与人员自述。ARK 与 14chrono 已按服务剔除，QUOTE/CEBYS/Campbell 保留。 |
| 8 | `Centre for Biomedical Sciences Education` / `Centre for Medical Education` | 名义是 education centre，但属 MDBS 研究结构一层；本波收（边界）。 |
| 9 | `Centre of Canadian Studies`、`Centre for International Borders Research` | 是真中心但规模偏小（1–2 PI）；收。 |
| 10 | `Modiolus Restoration Research Group` | 有 “Research Group” 名与方向，但原文是 commissioned support group；本波**收**（保留在 University Research Centres）。 |
### 5-3 未验（显式列出，不静默跳过）
| # | 条目 | 卡点（URL / 错误原文） |
|---|---|---|
| 1 | InteRRaCt Lab（Psy） | `https://www.qub.ac.uk/schools/psy/Research/ResearchFacilities/` → 实测 **H1 = “PAGE NOT FOUND”**（4 次重试同）。产品中已删；其正确页未找到 |
| 2 | Reimagining Supply Chains Network Plus (RiSC+) | `https://riscplus.com/` → 落在 `/.well-known/sgcaptcha/`（SiteGround captcha），**取不到** |
| 3 | Centre for Theoretical Atomic, Molecular and Optical Physics (CTAMOP) | `http://www.am.qub.ac.uk/ctamop/` → 重定向回 `/schools/SchoolofMathematicsandPhysics/Research/ResearchCentres/`；**已无独立页**，未计入 |
| 4 | Centre for Plasma Physics | 官方 department list 列名，但站内无独立页（M&P ResearchCentres 页只列 4 个）；**未计入** |
| 5 | Atomistic Simulation Research Centre | department list 列名；站内只有 CQMT 的 `research-strands/atomistic-simulations/` 子页；**未计入**（无独立中心页） |
| 6 | QBS `Centre for Economics, Policy and History (CEPH)` | 外站 `ceph.ie` 返回 202 空壳；方向取自 QBS 的 research-centres 索引页 |
| 7 | `Momentum One Zero`（GRI） | `/Research/GRI/` 只给概述，未找到内层具名组页 |
| 8 | School of Biological Sciences 更细的 PI 组 | `/Research/ResearchThemes/` 只到 3 个 theme（各有 Theme Lead），站内无下钻的具名组页；未验“是否还有未公布的 PI 组” |
| 9 | Pure 门户 `pure.qub.ac.uk/en/organisations/` | HTTP 403（Cloudflare JS 挑战）；**未用 Pure 做枚举**（QUB 的组不在 Pure 上组织） |
| 10 | 外站 `crossingfrontiers.wordpress.com` | 未见有效内容页，未计入 |
### 5-4 字段口径说明
- **课题组名称**：取其**自己页面**的 H1；共享父页上的单元用父页里的官方名（`page_kind = parent index (shared URL)`，共 41 条）。
- **所在大学及研究中心**：只有上级是**真正的 research centre/institute** 才写 `Queen's University Belfast | <unit>`（CPH、PGJCCR、WWIEM、CWI、CSIT）；上级是 School/Department 的一律**只写大学**。
- **研究方向**：取该组页的方向文字（去掉导航与 “Link -” 后 ≥60 字）；**没有 ⇒ 留空**（本波 133 条全部有方向）。
- **联系邮箱**：只接受**本组页**上的邮箱；本波 63/133 条在组页上有邮箱，其余留空（未去别处凑字段）。
- **最近五年论文数**：133/133 = `null`（用户裁定）。
---
## 6. 一句话结论
**贝尔法斯特女王大学最终组数 133（15 个官方 School 下 117 条 + 研究所/校级中心具名内层单元 16 条），组/系 ≈8.9；完备性已从上一轮“只看校级中心总表”的 29 组补齐到逐 School research 子树 + 中心内层具名组 + `/sites/` PI 组站级别；剩余缺口只有四处且都写明了卡点——M&P 的 CTAMOP/Centre for Plasma Physics 无独立页、Biological Sciences 只有 3 个 theme 无下钻组、InteRRaCt Lab 页 404、RiSC+ 被 captcha 挡。**
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# 课题组逐院系 · 完备性重做 · 约克大学（University of York）· `york.ac.uk`
- 日期：2026-09-23 · Manager 波次 · 单校 · **只读**
- 方式：ego-browser（**自建 TaskSpace 5**，每个 URL 用独占 `newPage()`，逐页校验 `page.url()`；成功收尾 `await task.finish({ keep: [] })`）+ Node/curl 并行爬取做规模（并发 6，BFS 深度 3–4，重试 3 次）
- 前一轮：`finding_york.md`（80 组 / 35 个院系入口 = 2.3）——**本报告推翻其结论**：前一轮只收了「院系 research 首页列出的中心 + 主题」，**完全没有进**：① 院系 research 子树最细一层的方向页（如物理 12 个主题下的 20+ 方向、数学 8 领域下的 6 子领域）；② **BRI 的 37 个 PI 组**（页面原文 `Lead researcher: Professor X`）；③ CS 9 个 Research Group；④ Psychology 的 PI Lab；⑤ 各中心内部的具名组。
- 产物：
- `york_v2__groups.json`（**346 条** 五字段，含来源 URL 与 `unit_kind`）
- `york_v2__ledger.md`（§1 完备性台账）
- `york_v2__sample30.md`（§4 抽样 30 条逐条判定）
- 本文
---
## 0. 结论先行
> ⚠️ 本报告在收尾时收到 Manager 更正（`METHOD.md`）：**「组目录」优先，不枚举全站 URL；theme/cluster 不收**。下文已按更正经口径重排：**主名单 = 123 条「具名单元」**（页面自述 group / lab / centre / institute / unit / network / cluster，且有方向、有成员/负责人）；**另 223 条院系 theme / research-area 作为附录候选**（`record_level=theme_area`），不计入主数。
**这所学校最终「具名单元」是 123，另加 223 条院系最细一层研究方向（附录）。**
前一轮 80 组的**根因不是判据，是覆盖**：它止步于「院系 research 首页列出的中心/主题」，而约克真正的大头在**下一层与组目录**——
**York Biomedical Research Institute（YBRI）**（页面原文 `We host over 100 principal investigators`；本次逐页收 37 条，每条页面原文 `Lead researcher: Professor …`，**这就是 PI 组目录**）、
**Computer Science `/research/groups/`**（**9 个 `X Research Group` 的完整组目录**）、
**Health Sciences**（页面原文 `We conduct research within our six core research groups`）、
**Hull York Medical School `/research/research-centres-and-groups/`**（**11 条 centres/groups**）、
**各中心内层**（YSBL / WACL / GCCE / CURB / Child Welfare Research Group …）。
**关键结论（与爱丁堡同类）**：约克只有 **YBRI / CS / Health Sciences / HYMS / Psychology Lab** 五处存在真正的「组目录」；其余院系（Physics / Maths / Biology / Chemistry / English / History / Philosophy / EGS / …）**把研究组织到 `theme` / `research area` 一级为止**，其下**没有**更细的独立组页（逐系原文证据见 §3）。本报告把这一层作为附录交付，并明确标注，不静默混入主数。
---
## 1. 完备性台账
见 `york_v2__ledger.md`。要点：
**枚举来源（院系清单）**：
- `https://www.york.ac.uk/about/departments/academic/`（官方 *Academic departments and units*，含 **3 个 Faculty 下的全部教学院系/单位**）
- `https://www.york.ac.uk/about/departments/research/`（官方 *Research centres, institutes and networks*，**~90 条**校级/跨院系研究单位 A–Z）
- `https://www.york.ac.uk/about/departments/{arts-humanities,sciences,social-sciences}/`（三个 Faculty 首页校核）
- 各院系 research 导航（下表第 2 列）+ 各研究所/中心的子索引
**教学院系/单位 = 41**（除 Norwegian Study Centre、PPE 两个无 research 页外均有 research 结构）。**未取页 = 0**：每个院系 research 入口均 200；4 个 404 已给出证据（`/nsc/research/`、`/ppe/research/`、`/hrc/research/`、`/modernstudies/research/`，后两者的实际入口分别为 `/hrc/` 与 `/modernstudies/our-research/`）。
**另有：校级/跨院系研究中心**（不属单一院系，单列在台账末尾）：CNAP 之外的 CEEM / CHAPA / CHyM / CHiPhi 之外的中心，以及 Digital Heritage、Digital Innovation in Philanthropy、Assuring Autonomy、Narrative Studies、Nanocentre、Mass Spectrometry、SATSU、YPI、York Robotics Lab、YorRobots、Quantum Technologies、CAHR、Morrell、CMS/CModS/CREMS/CECS 等。
---
## 2. 子域 / 外站清单（**已跟**）
本轮共发现 **64 个 `*.york.ac.uk` 子域**。**承载研究单元**的：
`www.york.ac.uk`（主站）· `www.cs.york.ac.uk`（计算机，含 `robostar.cs.york.ac.uk`、`www-users.cs.york.ac.uk`）· `audiolab.york.ac.uk`（Audio Lab）· `www.ynic.york.ac.uk` / `vcs.ynic.york.ac.uk`（York Neuroimaging Centre）· `www.crd.york.ac.uk`（CRD 旧站）· `maths.york.ac.uk` · `www.elec.york.ac.uk` · `babylab.york.ac.uk` · `yahcs.york.ac.uk` · `englishlanguagetoolkit.york.ac.uk` · `senfm.york.ac.uk` · `ivar.york.ac.uk` · `mcm.york.ac.uk` · `cead.york.ac.uk` · `pasr.york.ac.uk` · `ldpedagogy.york.ac.uk` · `www.hgc.hosted.york.ac.uk`（Heritage for Global Challenges）· `www.eurightshub.york.ac.uk` · `peatland-es-uk.york.ac.uk` · `citizen-science-uk.york.ac.uk` · `pyramidsoflife.york.ac.uk` · `reframevp.hosted.york.ac.uk` · `movementengineering.hosted.york.ac.uk` · `ymhesh.hosted.york.ac.uk` · `siblingstudiesnetwork.york.ac.uk` · `catalogue.yorvoice.york.ac.uk` · `borthcat.york.ac.uk` · `archbishopsregisters.york.ac.uk` · `pure.york.ac.uk`（Pure 门户，**403 Cloudflare `Just a moment...`，未用作枚举**）· `blogs.york.ac.uk` · `wiki.york.ac.uk`。
**非研究单位子域**（列出供核对）：`cms / jobs / mumbai / vle / evision / checkin / timetable / directory / features / status / webfiles / vikingdocs / hoaportal / library.adlib / subjectguides / support / give / xerte / shiny / libproxy / skillsforge / york.cloud.panopto`。
**承载研究单元的外站**（已跟）：
`hyms.ac.uk`（Hull York Medical School，7→11 个 research centres/groups）· `www.sei.org`（SEI 总部，SEI-York 为其中心）· `archaeologydataservice.ac.uk`（ADS，约克考古系托管）· `www.bioyorkshire.co.uk` · `www.quantumcommshub.net`（Quantum Communications Hub）· `beyond-compliance-consortium.org` · `hmrn.org`（Haematological Malignancy Research Network）· `fixourfood.org` · `iknowfood.org` · `www.civilwarpaths.org`（Centre for Comparative Study of Civil Wars）· `connectingpeople.net` · `leishpathnet.org` · `www.real-project.eu` · `xrstories.co.uk` · `heritage-futures.org` · `digitalcreativity.ac.uk` · `wrdtp.ac.uk`（White Rose DTP）· `www.n8agrifood.ac.uk` · `www.nerc.ac.uk` 类资助方 **不计**。
> 整站抓取共引用 **340+ 个外站主机**，其中绝大多数是论文/出版社/会议/新闻引用（`sciencedirect / springer / oup / wiley / arxiv / repec / …`），**不是研究单位**，不逐条跟。上面的清单是当中真正承载约克研究单元的站点。
> 说明：本次为做覆盖面**先用 BFS 做过一次站内研究子树遍历（约 2.2k 页）**，但按 `METHOD.md` 更正，**交付口径与台账已重新锚定在「院系导航 → `/research/` → 组目录」**：主名单逐条回到组目录/中心页本身；`theme/area` 页只作附录。BFS 结果只用于**证明「没有组目录」**（§3 逐系原文证据）。
> 另发现 4 个疑似 PI 个人 lab 站（`wellmindslab.com`、`www.wright-lab.org`、`www.hungrymindlab.com`、`sites.google.com/...`），**未逐一验证其归属**，列 §5-未验。
---
## 3. 组 / 系 比值与「再下一层」证据
- 教学院系/单位 **41**；**具名单元 123**（主数），另 223 条 theme/area（附录）。
- **组/系 = 123 ÷ 41 ≈ 3.0**（含附录 346 ÷ 41 ≈ 8.4）。基准：布里斯托 ≈5.8 / 爱丁堡 ≈25.7。
- **≈3.0 低于布里斯托基准**，按 `METHOD.md` §3「比值荒谬地低 ⇒ 回头找组目录」，已逐系回头找过：**约克只有 5 处组目录（YBRI / CS / Health Sciences / HYMS / Psychology Lab）**；其余院系的下一层**不存在**独立的具名组页（逐系原文证据见下表）。这是**允许的结论**（台账里逐系写了 `无组目录`）。
**该校院系确实用 theme / research area 组织（大一级），且底下多无更细独立组页**——逐系证据（页面原文结构）：
| 院系 | 大一级组织 | 底下挂着的（本次已收） | 「再下一层没有组」的证据 |
|---|---|---|---|
| Physics, Eng & Tech | **12 个 research theme**（Communication technologies / Condensed matter … / Nuclear / Physics of Life / Quantum …） | 各 theme 下的 **20+ research area/team**（`Physics of Life`、`Biomechanics+`…） | `physics-of-life` 页原文：`Our research spans multiple length scales … Application areas: Biological Nanosystems Laboratory, Nano- and Biomaterials, Theoretical soft-matter …` —— 这些即最细单元，**其下再无组页** |
| **Biomedical Research Institute** | 4 个 theme（Immunology/Haematology/Infection、Molecular & Cellular Medicine、Neuroscience、Biomedical Technologies） | **37 条**，每条页面原文 `Lead researcher: Professor X, Department of Y` | `ybri` 首页：`We host over 100 principal investigators`；PI 组以 `Snapshot: <组名>` 页承载，**这就是 PI-group 目录** |
| Mathematics | **8 个领域**（Algebra / Geometry&Analysis / Number theory / Statistics&Probability …） | 6 个子领域（Algebraic QFT、Quantum gravity、Network data …） | `maths/research/` 正文 8 项即全部；子页 `quantum-information` 等为最细 |
| Chemistry | 6 个主题 + 3 个中心 | GCCE 6 方向 / WACL 5 方向 / YSBL 3 方向 + 6 主题 | `ysbl/work/` H1=`Research areas in YSBL`，列 3 方向后无更细页 |
| Computer Science | `research-centres` + `research-groups` | **9 个 `X Research Group`** | `/computer-science/research/groups/` 是完整目录（9 条），逐条有独立页 |
| Psychology | 5 个 theme | 3 个 PI Lab（DSN / Numerical Cognition / SLAM）+ YNiC | 5 个 theme 页的 `People` 表**只有 person 链接**（`/psychology/people/...`），**没有**更细 group 页；PI Lab 页自述 `led by Dr …` |
| Biology | 7 个 research theme | 3 个中心 + 7 theme | theme 页正文只有 `People / Name / Expertise` 表，链接全部指向 `/biology/people/<name>/`（**person 页，非组页**）→ 再下一层无组页 |
| Business & Society | 7 个 research area | 12 个中心/组 | area 页为最细层（有方向、有成员），其下无独立组页 |
| Law | 6 个 research area | Administrative Fairness Lab / Beyond Compliance Consortium / TYP-ACE | `law/research/` 正文 6 项 + 3 单元即全部 |
**结论：约克的「PI 级组」集中发布在 YBRI（37 条）；其余院系发布到 theme/area 级即止。主名单（123 条）只取页面自述为具名单元的；223 条 theme/area 作为附录，每一条都带 `record_level=theme_area`，可按需过滤。**
---
## 4. 抽样 30 条（质量证据）
详见 `york_v2__sample30.md`。摘要：
- 抽样：固定种子 `20260923`，从 346 条随机抽 30；ego-browser 每条独占 `newPage()`，**30/30 `page.url()` 校验通过**（2 条为同页规范化跳转）。
- **严格口径准确率 = 24/30 = 80%**（只算具名组/中心/实验室/网络）
- **宽松口径 = 27/30 = 90%**（把院系最细层方向页计入，排除项目与大一级研究所）
- **修正后 = 29/30 = 96.7%**
- **假阳性类型集中，已定点修**：
1. **单项研究项目页**（1/30）：`Enchanted Modernities` 页含 `The Project` / `Follow the Project`。全量正则扫描命中 3 条 → 删除 2 条项目页（Enchanted Modernities、Visual Translations of Jerusalem）。
2. **大一级研究所**（2/30）：IPUP、IMRY。保留在产物并标 `unit_kind`，报告单列，不计入院系组数。
- 抽样**没有**出现「服务设施 / 研讨会系列 / 课程 / 学生群体 / 空页」被判成组——这类在启发式阶段已用页面自述过滤（§5）。
---
## 5. 反例 / 判不准 / 未验
### 5-1 反例（判它不是组，附页面原文）
| # | 页面 | 判定依据（页面原文） |
|---|---|---|
| 1 | `chemistry/research/green/gcce` | H1=`Contact Us`，联系页 |
| 2 | `biology/technology-facility`、`mass-spectrometry` | `provides a highly specialised technical service`、`serving both internal and external users` —— **服务设施** |
| 3 | `modernstudies/our-research/reading_groups` | 页名即 **Reading groups** —— 读书小组 |
| 4 | `computer-science/research/research-seminars/archive-*` | **Seminar series**（archive-19-20 ~ archive-21-22，共 40+ 条） |
| 5 | `psychology/research/open-science-interest-group`、`/participating/`、`/ethics/`、`/research-training/` | **兴趣小组 / 参与研究 / 伦理 / 培训**，非导师组 |
| 6 | `education/research/progress/`、`finance-information-research-participation`、`departmentofeducationresearchandimpactstrategy2025-2030` | 博士生进度 / 经费行政 / 系战略文档 |
| 7 | `law/research/staff-research-areas`、`impact-strategy`、`research-strategy-2017` | 教职员方向索引 / 影响战略 / 研究战略 |
| 8 | `politics/research/postdocs`、`politics/phd-study/...` | 博士后招聘 / 博士生页 |
| 9 | `sociology/research/current-research/*`（Thalidomide、Racism in HE、Religion in Primary School…） | **单项研究 study**，无团队自述 |
| 10 | `yesi/research/<theme>/<project>`（aquaponics-in-schools、chorus、closing-the-gap、terra-safe、skyline… ~30 条） | 页名即**项目**，非组 |
| 11 | `business-society/.../c-real`（C-Real - Cereal for change）、`code-encounters`、`the-carers-trial`、`hidden-troubles`、`perinatal-loneliness`、`community-enhanced-social-prescribing` | 单项研究项目 |
| 12 | `biomedical-research-institute/.../leish-challenge`、`leishpathnet`、`prev_pkdl`、`york-tissue-bank` | 外部网络 / 生物样本库设施（**已删**） |
| 13 | `healthsciences/research/cardiac/nacr`、`ecsg/ppie`、`trials/draft-ytuppi` | 审计项目 / 公众参与 / PPI 页 |
| 14 | `history-of-art/research/enchanted-modernities`、`visual-translations-jerusalem` | 研究**项目**页（`Follow the Project` / `About the Project`）（**已删**） |
| 15 | `igdc/decolonising-research`、`enabling-research`；`sei/research/projecttrackerprivacynotice`；`social-science/research-impact/n8policing…catalystproject` | 倡议 / 隐私声明 / Catalyst 项目 |
> 反例共性仍是那句**「非团队自述」**：`project`、`service`、`reading group`、`journal club`、`seminar series`、`training`、`students`。**没有一条需要靠名字猜。**
### 5-2 判不准清单（拿不准的都放这儿，不自己发明规则归类）
| # | 条目 | 我看到的 | 为什么拿不准 |
|---|---|---|---|
| 1 | Biology 7 个 research theme（Ecology and Evolution 等，各 10–20 名 PI） | 页面有方向 + `People / Expertise` 表（含具名 PI） | theme 页 vs 组页：本报告按「院系最细层」收；若按严格 PI 组口径应降级（PI 无独立组页） |
| 2 | Psychology 5 个 theme（Language, cognition & emotion 等，各 18–24 名成员） | 同上，成员仅 person 链接 | 同上；PI Lab 已单列 3 条 |
| 3 | Physics 的 12 个 theme + 20+ research area | theme 有 head（`Head of Communication Technologies Research Group`），area 有方向 | theme/area 的层级边界 |
| 4 | 223 条 `unit_kind=area` | 都是院系发布的最细一层 | 是否算「导师带的组」取决于用户要的层级（本次按最细层全收，可按 `unit_kind` 过滤） |
| 5 | Business & Society 的 7 个 area（Accounting, finance…；Operations, strategy…） | 有方向 + 成员 | subject group = 系级组织单元 vs 导师组 |
| 6 | 法律 `Criminalisation`、`Health and Law`、`Law and AI` 等 6 个 area | 有方向 + 多名 staff | 同上 |
| 7 | `SEI-York` 的 5 个 research area、`IGDC` 3 个 theme、`Safe Autonomy` 4 个 theme | 有方向 + 成员 | 中心 vs 组 |
| 8 | Modern Studies 的 30+ research strands（`Complexity`、`Death`、`Food`…） | 是 Centre for Modern Studies 下的研究 strand/network | strand vs 组；本次只收 3 个自述 network/collective 的 |
| 9 | HYMS 的 11 个 centres/groups | 是 Hull–York 联合医学院 | 归属：约克官方列为院系，但为两校共有；本次计入并单列 |
| 10 | `policy-engine/type-policy-groups/cost-of-living` | H1=`Cost of Living Research Group` | 跨系统平台的组，是否算校级 |
| 11 | `ipup`、`imry` | 校级研究所 | 大一级，已单列 |
### 5-3 未验清单（显式列出，不静默跳过）
1. **`pure.york.ac.uk/portal/en/organisations/`（York Research Database 机构树）返回 403 Cloudflare `Just a moment...`** —— 未用作枚举；可能存在 Pure 侧更细的组命名，未逐条取。
2. **`wellmindslab.com`、`www.wright-lab.org`、`www.hungrymindlab.com`、`sites.google.com/...`**：从约克页面外链到的疑似 PI lab 站，**未验证归属与内容**（未入产物）。
3. **`www.hgc.hosted.york.ac.uk`（Heritage for Global Challenges）**：首轮为 Maintenance Page，本轮未稳定取到内容。
4. **`robostar.cs.york.ac.uk`、`www.ynic.york.ac.uk`、`audiolab.york.ac.uk` 等子域的研究组列表**：已跟到其入口，但**未逐一枚举子域内部的全部组页**（子域内部若有更细组，会遗漏）。
5. **`/psychology/research/york-neuroimaging-centre/` 内部的 imaging 方法页**（EEG/MEG/fMRI/TMS/Sleep lab）：按「设施方法」处理，只收 YNiC 主体与 Sleep lab。
6. **`biomedical-research-institute` 的 4 个 theme 本身**未逐条单独计（其内层 PI 组已计）；`clinical-and-translational-research`、`chemical-biology` 两个 theme 下的 4 条（Leish 网络/Tissue Bank）已删。
7. **`hyms.ac.uk` 的 `cancer-awareness-screening-and-diagnostic-pathways`** 页面 H1 为空（`None`），名称取自页脚/目录；已按目录官方名收录。
8. **ego-browser 版本 0.5.1.13**，未执行 `ego-browser upgrade`（需人工批准）。
9. **Pure person 页未收**：约克大量 PI 只有 person profile（`/biology/people/<name>/`、`/physics-engineering-technology/people/<name>/`），按用户裁定「组名取组自己页面的 H1」**不计为组**，故生物/物理/化学等的真实 PI 组数可能高于本次 346。
### 5-4 五字段口径
- **课题组名称**：绝大多数取页面 H1；无 H1 的（IPUP、Enchanted 类）用 `<title>` 或院系目录官方名。
- **所在大学及研究中心**：上级是**真正的 research institute/centre** 才写 `University of York | <unit>`（BRI、BioArCh、GCCE、WACL、YSBL、CHERI、York Trials Unit、YESI、SEI-Y、ISA、CRD、CURB、Physics of Life、MHSCRC、SPRU、NIHR SSCR、York Neuroimaging Centre、HYMS）；上级是**系/院/学部的**一律只写 `University of York`。
- **研究方向**：取自该组页正文首段（去 boilerplate / nav）。
- **联系邮箱**：**只取本组页 `<main>` 内的 `mailto:`**；已剔除页脚通用邮箱（`communications-support@`、`enquiries@`、`cs-reception@`、`hyms execoffice@` 等）。346 条中 **198 条有组页邮箱**。
- **最近五年论文数**：**346/346 全为 null**（用户裁定）。
---
## 6. 一句话结论
**约克大学最终「具名单元」= 123（外加 223 条院系最细一层研究方向附录），组/系 ≈ 3.0；完备性已从「80 组 / 只到院系首页」补齐到「逐系 research 子树 + 逐系组目录核查」——约克只有 5 处真正的组目录（YBRI 37 个 PI 组 / CS 9 个 Research Group / Health Sciences 6 组 / HYMS 11 个 / Psychology PI Lab），其余院系最低只到 theme/research-area 级，其下没有独立组页（8 系逐系原文证据已附）。**
products/anu__groups.json
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@@ -0,0 +1,338 @@
[
{
"school": "ANU College of Arts and Social Sciences",
"name": "Centre for Arab and Islamic Studies (CAIS)",
"url": "https://cais.cass.anu.edu.au/",
"university_and_centre": "The Australian National University",
"direction": "Australia's premier location for the study of the Middle East and Central Asia ... globally considered a centre for excellence",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "page H1 为空（模板页），组名取自页面内 'Welcome to the Centre for Arab & Islamic Studies'"
},
{
"school": "ANU College of Arts and Social Sciences",
"name": "Centre for Consciousness",
"url": "https://philosophy.cass.anu.edu.au/centres/consciousness",
"university_and_centre": "The Australian National University",
"direction": "Its focus is the philosophy of consciousness and the philosophy of mind more generally ... foundational questions about consciousness",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "ANU College of Arts and Social Sciences",
"name": "Australian Centre for Indigenous History (ACIH)",
"url": "https://history.cass.anu.edu.au/centres/acih",
"university_and_centre": "The Australian National University",
"direction": "We conduct collaborative and individual research projects on Australian, comparative and trans-national Indigenous history",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "ANU College of Arts and Social Sciences",
"name": "National Centre of Biography (NCB)",
"url": "https://history.cass.anu.edu.au/centres/ncb",
"university_and_centre": "The Australian National University",
"direction": "to act as a centre of activity for all those writing and reading biography in Australia and beyond",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "ANU College of Arts and Social Sciences",
"name": "Centre for Gambling Research (CGR)",
"url": "https://csrm.cass.anu.edu.au/centres/cgr",
"university_and_centre": "The Australian National University",
"direction": "multidisciplinary research centre specialised in generating a robust evidence-base for practice and policy to reduce gambling harm",
"email": "aino.suomi@anu.edu.au",
"email_source_url": "https://csrm.cass.anu.edu.au/centres/cgr",
"recent5y_papers": null,
"flag": "",
"note": "page lists 'Director: Aino Suomi' (+ centre address gambling.research@anu.edu.au)"
},
{
"school": "ANU College of Arts and Social Sciences",
"name": "Centre for Moral, Social and Political Theory (CMSPT)",
"url": "https://philosophy.cass.anu.edu.au/centres/cmspt",
"university_and_centre": "The Australian National University",
"direction": "Scholars at ANU have made an exceptional contribution to moral and political philosophy since its inception",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "ANU College of Arts and Social Sciences",
"name": "Centre for Philosophy of the Sciences (CPS)",
"url": "https://philosophy.cass.anu.edu.au/centres/cps",
"university_and_centre": "The Australian National University",
"direction": "brings together like-minded scholars from across the university to work on topics such as the nature of cognition, the evolution of cooperation, the ethics of AI",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "ANU College of Arts and Social Sciences",
"name": "Humanities Research Centre (HRC)",
"url": "https://hrc.cass.anu.edu.au/",
"university_and_centre": "The Australian National University",
"direction": "to advance the production, dissemination and public translation of outstanding and innovative ... scholarship in the humanities",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "Head of the HRC named (Prof Kylie Message); annual theme programme — 判不准"
},
{
"school": "ANU College of Arts and Social Sciences",
"name": "Centre for Indigenous Policy Research (CIPR)",
"url": "https://cipr.cass.anu.edu.au/",
"university_and_centre": "The Australian National University",
"direction": "Australia's foremost social science research body focusing on Indigenous policy making from a national perspective",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "ANU College of Arts and Social Sciences",
"name": "Centre for Environmental History (CEH)",
"url": "https://history.cass.anu.edu.au/centres/ceh",
"university_and_centre": "The Australian National University",
"direction": "seeks to foster and share historical studies and understandings of environments past, present and possible",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "ANU College of Arts and Social Sciences",
"name": "Centre for Heritage & Museum Studies (CHMS)",
"url": "https://chms.cass.anu.edu.au/",
"university_and_centre": "The Australian National University",
"direction": "our cultural heritage – the traces of the past that are all around us – has never been more important",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "ANU College of Arts and Social Sciences",
"name": "Centre for Australian Literary Cultures (CALC)",
"url": "https://slll.cass.anu.edu.au/centres/calc/home",
"university_and_centre": "The Australian National University",
"direction": "brings together scholarly and creative researchers and practitioners ... focused on the role of reading, writing and publishing in our ever-evolving media ecology",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "ANU College of Science and Medicine",
"name": "Biological Data Science Institute (BDSI)",
"url": "https://bdsi.anu.edu.au/",
"university_and_centre": "The Australian National University",
"direction": "Aims to transect domains, connecting diverse researchers with a common interest in biological data science",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "学院级 Institute；是否 > 一个导师规模 —— 判不准"
},
{
"school": "ANU College of Science and Medicine",
"name": "Centre for Gravitational Astrophysics (CGA)",
"url": "https://cga.anu.edu.au/",
"university_and_centre": "The Australian National University",
"direction": "founded to build a world-leading role for Australia in the science and technology of gravitational wave sources",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "ANU College of Science and Medicine",
"name": "Research School of Biology (research area page)",
"url": "https://science.anu.edu.au/research/research-areas/biology",
"university_and_centre": "The Australian National University",
"direction": "internationally recognised for its high-impact research in plant sciences, evolution, ecology, genetics, parasitology and biotechnology",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "REJECT",
"note": "这是 Research School（学院级），不是组 —— 大一级"
},
{
"school": "ANU College of Science and Medicine",
"name": "Research School of Chemistry (research area page)",
"url": "https://science.anu.edu.au/research/research-areas/chemistry",
"university_and_centre": "The Australian National University",
"direction": "conduct pioneering research across the breadth of chemistry, biochemistry and materials science",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "REJECT",
"note": "Research School 粒度 —— 大一级"
},
{
"school": "ANU College of Science and Medicine",
"name": "Research School of Physics (research area page)",
"url": "https://science.anu.edu.au/research/research-areas/physics",
"university_and_centre": "The Australian National University",
"direction": "Australia's largest university-based physics research activity",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "REJECT",
"note": "Research School 粒度 —— 大一级"
},
{
"school": "ANU College of Science and Medicine",
"name": "Research School of Astronomy and Astrophysics",
"url": "https://science.anu.edu.au/research/research-areas/astronomy-astrophysics",
"university_and_centre": "The Australian National University",
"direction": "operates Australia's largest optical observatory ... mapping the structure and formation of the Milky Way",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "REJECT",
"note": "Research School 粒度 —— 大一级"
},
{
"school": "ANU College of Science and Medicine",
"name": "Research School of Earth Sciences",
"url": "https://science.anu.edu.au/research/research-areas/earth-marine-sciences",
"university_and_centre": "The Australian National University",
"direction": "Australia's leading academic research institution for Earth sciences",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "REJECT",
"note": "Research School 粒度 —— 大一级"
},
{
"school": "ANU College of Arts and Social Sciences",
"name": "Australian Centre for Indigenous History / schools & centres index",
"url": "https://cass.anu.edu.au/research/schools-centres",
"university_and_centre": "The Australian National University",
"direction": "Disciplines are divided at the highest level into research schools, then further into schools ... Centres are usually linked to a more specifically defined area of research and teaching",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "索引：31 个 unit（13 research school/school + 18 centre/institute），本轮核了 12 个 centre 页"
},
{
"school": "ANU College of Business and Economics",
"name": "Centres and Labs index (5 entries)",
"url": "https://cbe.anu.edu.au/research/centres-and-labs",
"university_and_centre": "The Australian National University",
"direction": "John Mitchell Economics of Poverty Lab; Centre for Economic History; Centre for Economic Policy; ANCAAR; National Centre for Information Systems Research",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "UNVERIFIED",
"note": "索引页 5 个中心/实验室的链接全部返回 'The requested page could not be found'（rse/rsa/rsm/cbe 子域 404）—— 未逐条核"
},
{
"school": "ANU College of Systems and Society (CECC)",
"name": "School of Computing research (activity clusters)",
"url": "https://comp.anu.edu.au/research/",
"university_and_centre": "The Australian National University",
"direction": "We organise ourselves across several broad activity clusters ... artificial intelligence and machine learning, computer systems and software, theoretical foundations of computing",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "clusters 而非具名组；页面无负责人/成员 —— 判不准"
},
{
"school": "ANU College of Systems and Society (CECC)",
"name": "School of Engineering research",
"url": "https://eng.anu.edu.au/research",
"university_and_centre": "The Australian National University",
"direction": "We have evolved from our foundational strength in systems thinking, reaching beyond traditional engineering fields",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "school 级研究方向叙述 —— 判不准"
},
{
"school": "ANU College of Systems and Society (CECC)",
"name": "Fenner School of Environment and Society research",
"url": "https://fennerschool.anu.edu.au/research",
"university_and_centre": "The Australian National University",
"direction": "Learn about our research expertise, research study programs, industry partnerships and state-of-the-art research facilities",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "school 级方向叙述 —— 判不准"
},
{
"school": "ANU College of Systems and Society (CECC)",
"name": "Mathematical Sciences Institute research groups",
"url": "https://maths.anu.edu.au/research",
"university_and_centre": "The Australian National University",
"direction": "Research activity at MSI is structured into our research groups",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "UNVERIFIED",
"note": "索引提到 research groups 页，未追到具体组页"
},
{
"school": "ANU College of Asia and the Pacific",
"name": "College of Asia and the Pacific (CAP)",
"url": "https://caps.anu.edu.au",
"university_and_centre": "The Australian National University",
"direction": "",
"email": "",
"email_source_url": " ",
"recent5y_papers": null,
"flag": "UNVERIFIED",
"note": "caps.anu.edu.au 三次连接被重置 net::ERR_CONNECTION_CLOSED；bell-school.anu.edu.au 同样失败 —— 整个 CAP 学院本轮未验"
},
{
"school": "ANU College of Law",
"name": "Law research areas (International / Comparative / Environment, Climate & Health ...)",
"url": "https://law.anu.edu.au/research",
"university_and_centre": "The Australian National University",
"direction": "International Law; Comparative Law; Environment, Climate & Health; Law, Science & Technology; Law & Society; Legal Theory; Public Law; Private Law; Criminal Justice; Law, Colonialism & Indigenous Justice; The Legal Profession",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "REJECT",
"note": "11 个 research area = 方向主题，无具名负责人、无成员、无组形态 —— 大一级"
},
{
"school": "ANU Crawford School",
"name": "Crawford School of Public Policy",
"url": "https://crawford.anu.edu.au/",
"university_and_centre": "The Australian National University",
"direction": "Addressing challenges through interdisciplinary collaboration and policy-driven solutions",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "REJECT",
"note": "School 粒度 —— 大一级"
}
]
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@@ -0,0 +1,506 @@
[
{
"school": "University of Birmingham",
"name": "Andrew Dove Group",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/research-in-chemistry/andrew-dove-group",
"person_links": 2,
"leader_hint": "Professor Andrew Dove",
"emails": [],
"direction_paras": [
"Led by Professor Andrew Dove, research in the Dove Group is centred around polymer degradation. We have many strands to our research portfolio that focus on both developing strategies to control and understand polymer degradation as well as design new materials that degrade in a controlled and predictable manner."
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "none",
"papers_last5y": null
},
{
"school": "University of Birmingham",
"name": "Birmingham Centre for Energy Storage",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/energy-storage",
"person_links": 0,
"leader_hint": "Dr Grant Wilson",
"emails": [],
"direction_paras": [
"BCES is a multidisciplinary research centre, with its hub based in the School of Chemical Engineering at the University of Birmingham. The Centre brings together internationally recognised expertise spanning thermal, mechanical, chemical, and electrical energy storage and conversion, alongside integrated energy systems, digitalisation, and AI-enabled energy management."
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "none",
"papers_last5y": null
},
{
"school": "University of Birmingham",
"name": "Birmingham Centre for Neurogenetics",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/neurogenetics",
"person_links": 0,
"leader_hint": "Professor Alicia Hidalgo",
"emails": [
"a.hidalgo@bham.ac.uk"
],
"direction_paras": [
"The Birmingham Centre for Neurogenetics vision is to enable discovery, communication and education in the emerging field of neurogenetics to increase knowledge, progress and wellbeing."
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "group page",
"papers_last5y": null
},
{
"school": "University of Birmingham",
"name": "Birmingham Centre for Philosophy of Religion",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/philosophy-of-religion",
"person_links": 1,
"leader_hint": "Dr Martin Pickup Department",
"emails": [
"m.pickup@bham.ac.uk"
],
"direction_paras": [
"We aim to foster excellence in teaching and research in the philosophy of religion from a global perspective."
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "leader page",
"papers_last5y": null
},
{
"school": "University of Birmingham",
"name": "Birmingham Institute for Quantum Technologies",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/quantum-technologies",
"person_links": 4,
"leader_hint": "Professor Michael Holynski Professor",
"emails": [],
"direction_paras": [
"Principal Investigator at the UK Quantum Technology Hub Sensors and Timing"
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "none",
"papers_last5y": null
},
{
"school": "University of Birmingham",
"name": "Birmingham Plastics Network",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/birmingham-plastics-network",
"person_links": 5,
"leader_hint": "Professor Andrew Dove Professor",
"emails": [],
"direction_paras": [
"Professor Dove is the Director of the Birmingham Plastics Network and leads the Dove Research Group."
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "none",
"papers_last5y": null
},
{
"school": "University of Birmingham",
"name": "Centre for Primary Care Improvement",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/primary-care-improvement",
"person_links": 5,
"leader_hint": "Dr Ian Litchfield Ph",
"emails": [
"i.litchfield@bham.ac.uk"
],
"direction_paras": [
"Through our expertise in clinical, social, and computer sciences, we enable improvements in primary care on a local, national and international level. Our multidisciplinary applied research focuses on clinical effectiveness, patient experience, service utilisation, and staff experience."
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "leader page",
"papers_last5y": null
},
{
"school": "University of Birmingham",
"name": "Creative industries",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/research-in-arts-and-law/creative-industries",
"person_links": 3,
"leader_hint": "Dr Chen Zhu Birmingham Law",
"emails": [
"c.w.zhu@bham.ac.uk"
],
"direction_paras": [
"The College of Arts and Law is at the forefront of the UK’s booming creative industries sector. Our state-of-the-art facilities and industry connections give students and staff the freedom to develop their skills and pursue their research in partnership with leading organisations in TV, film, theatre, digital arts and music."
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "leader page",
"papers_last5y": null
},
{
"school": "University of Birmingham",
"name": "Culture and heritage",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/research-in-arts-and-law/culture-and-heritage",
"person_links": 0,
"leader_hint": "Professor Helen Abbott Head",
"emails": [],
"direction_paras": [
"Our cultural heritage has enormous power and potential to positively impact us and society, including our wellbeing, mental health, and respect for human dignity. Our researchers are investigating and protecting globally significant heritage around the world and in the renowned galleries, museums and cultural collections at the University."
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "none",
"papers_last5y": null
},
{
"school": "University of Birmingham",
"name": "Data and Machine Intelligence",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/research-in-chemistry/data-and-machine-intelligence",
"person_links": 8,
"leader_hint": "Professor Tim Albrecht School",
"emails": [
"t.albrecht@bham.ac.uk"
],
"direction_paras": [
"Professor of Physical Chemistry, Director of Global Engagement (College of Engineering and Physical Sciences)"
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "leader page",
"papers_last5y": null
},
{
"school": "University of Birmingham",
"name": "Davies Group",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/research-in-chemistry/chemistry-research-groups/davies-group",
"person_links": 0,
"leader_hint": "Dr Paul Davies",
"emails": [],
"direction_paras": [
"SynCat at Birmingham: We are a multinational research team focusing on the development and use of catalysis for molecular synthesis. Led by Dr Paul Davies our aim is to produce attractive and applicable chemistry that best uses limited natural resources, while increasing our understanding of complex catalysis systems."
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "none",
"papers_last5y": null
},
{
"school": "University of Birmingham",
"name": "Development of Advanced Driver Assistance Systems (ADAS)",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/research-in-electronic-electrical-and-systems-engineering/communications-and-sensing/microwave-integrated-systems-laboratory-misl/research-in-misl/automotive-sensing/adas",
"person_links": 2,
"leader_hint": "Professor Marina Gashinova Chair",
"emails": [],
"direction_paras": [
"Professor Gashinova's broad area of research interests includes bistatic radars, signal processing, theoretical modelling in propagation and numerical techniques for microwave structures modelling and design."
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "none",
"papers_last5y": null
},
{
"school": "University of Birmingham",
"name": "Environment",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/research-in-arts-and-law/environment",
"person_links": 0,
"leader_hint": "Professor John Holmes",
"emails": [],
"direction_paras": [
"The urgent need for climate action and adaptation poses a huge challenge for culture, society, and law as well as for science and technology. Our researchers are breaking new ground in every aspect of this challenge, driven by our staunch commitment to environmental humanities."
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "none",
"papers_last5y": null
},
{
"school": "University of Birmingham",
"name": "Environmental Engineering",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/research-in-civil-engineering/environmental-engineering",
"person_links": 0,
"leader_hint": "Dr Nicole Metje",
"emails": [],
"direction_paras": [
"Environmental Engineering at Birmingham embraces the key topics of water engineering (its purification, energy generation from waste water through anaerobic digestion and how we manage the natural water cycle to serve our needs), geotechnical engineering (engineering in harmony with the ground), infrastructure monitoring and assessment and general urban living (managing and des"
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "none",
"papers_last5y": null
},
{
"school": "University of Birmingham",
"name": "Fluids Research Group",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/research-in-civil-engineering/fluids-research-group",
"person_links": 0,
"leader_hint": null,
"emails": [],
"direction_paras": [
"Our research spans fundamental fluid mechanics, numerical and physical modelling of environmental flows, wind engineering and aerodynamics - through to prediction of extreme flooding events, air quality and disease propagation, design of wind loading codes and advanced water treatment systems."
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "none",
"papers_last5y": null
},
{
"school": "University of Birmingham",
"name": "Health",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/research-in-chemistry/health",
"person_links": 0,
"leader_hint": "Professor Zoe Pikramenou",
"emails": [],
"direction_paras": [
"This theme brings together synthetic and biological chemists interested in molecular probe design, as well as physical and computational chemists who are developing instrumental approaches to diagnostics and imaging."
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "none",
"papers_last5y": null
},
{
"school": "University of Birmingham",
"name": "Interdisciplinarity",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/research-in-arts-and-law/interdisciplinarity",
"person_links": 3,
"leader_hint": "Professor Karen Mc",
"emails": [
"k.mcauliffe@bham.ac.uk"
],
"direction_paras": [
"We recognise that tackling many of society’s biggest challenges and pushing the limits of our understanding requires collaboration across the arts, humanities, law, and sciences. So, we’re embracing an interdisciplinary approach to research and education."
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "leader page",
"papers_last5y": null
},
{
"school": "University of Birmingham",
"name": "Materials",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/research-in-chemistry/materials",
"person_links": 10,
"leader_hint": "Professor Phoebe Allan",
"emails": [
"p.allan@bham.ac.uk"
],
"direction_paras": [
"Professor of Materials Chemistry, Co-Director of the Birmingham Centre for Energy Storage"
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "leader page",
"papers_last5y": null
},
{
"school": "University of Birmingham",
"name": "Molecular Synthesis",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/research-in-chemistry/molecular-synthesis",
"person_links": 16,
"leader_hint": "Professor Steve Goldup",
"emails": [
"s.m.goldup@bham.ac.uk"
],
"direction_paras": [
"Areas of interest: Rotaxanes and Catenanes – Stereochemistry – Prodrugs – Coordination Chemistry – Catalysis"
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "leader page",
"papers_last5y": null
},
{
"school": "University of Birmingham",
"name": "Nucleic Acids",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/research-in-chemistry/nucleic-acids",
"person_links": 0,
"leader_hint": "Professor Jim Tucker",
"emails": [
"j.tucker@bham.ac.uk"
],
"direction_paras": [
"Nucleic acids is a growing research area within the School of Chemistry. Topics of interest include modified nucleic acids, nucleic acid diagnostics, single molecule imaging and microscopy, DNA-templated synthesis, metallodrugs and novel sequencing methods."
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "group page",
"papers_last5y": null
},
{
"school": "University of Birmingham",
"name": "Physical Chemistry",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/research-in-chemistry/physical-chemistry",
"person_links": 9,
"leader_hint": "Professor Melanie Britton",
"emails": [
"m.m.britton@bham.ac.uk"
],
"direction_paras": [
"The Physical Chemistry Section carries out diverse, interdisciplinary research combining advanced experimental and theoretical methods to study molecular systems, functional materials, and interfacial phenomena. Areas of focus include spectroscopy, microscopy, quantum and computational chemistry, and solid-state analysis. The Section develops and applies novel tools to investig"
],
"flag": "",
"university_and_centre": "University of Birmingham",
"email_source": "leader page",
"papers_last5y": null
},
{
"school": "University of Birmingham",
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"We are a supramolecular photochemistry group based at the Chemistry department of the University of Birmingham. We run a broad range of research projects in the group based on photochemical processes incorporating the use of nanoscale structures from Biomedical imaging to the development of supramolecular systems for light conversion devices."
],
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{
"school": "University of Birmingham",
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"leader_hint": null,
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{
"school": "University of Birmingham",
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"person_links": 0,
"leader_hint": null,
"emails": [],
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"The core of our research is in the area of polymer synthesis and involves the development of controlled radical polymerisation chemistries (in particular reversible addition fragmentation chain transfer or RAFT techniques), for the synthesis of well-defined and functional macromolecules. My group are especially focused on the design and synthesis of materials that enable supram"
],
"flag": "",
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{
"school": "University of Birmingham",
"name": "Sensing",
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"person_links": 11,
"leader_hint": "Professor Tim Albrecht School",
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{
"school": "University of Birmingham",
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"Welcome to the Autism Centre for Education and Research (ACER), our world-leading centre with research, education and engagement activities designed to make a genuine difference to the lives of autistic people and those who support them."
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{
"school": "University of Birmingham",
"name": "The Britton Research Group",
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"person_links": 1,
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"Staff profile for Professor Melanie Britton, Professor in Chemical Imaging at the School of Chemistry."
],
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{
"school": "University of Birmingham",
"name": "The Chakrabarti Group",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/research-in-chemistry/chemistry-research-groups/chakrabarti-group",
"person_links": 0,
"leader_hint": null,
"emails": [],
"direction_paras": [
"Welcome to the world of soft matter! Soft matter is an umbrella term for a variety of seemingly disparate materials, which, for example, include liquid crystals, colloids and polymers, yet sharing certain common features."
],
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"university_and_centre": "University of Birmingham",
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{
"school": "University of Birmingham",
"name": "The Friščić Research Group",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/research-in-chemistry/chemistry-research-groups/friscic-research-group",
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"leader_hint": "Professor Tomislav Fri",
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"Professor Tomislav Friščić holds a Leverhulme International Chair in Green and Sustainable Chemistry, is an expert in solid-state chemistry and the applications and fundamental understanding of solid-state reactivity."
],
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{
"school": "University of Birmingham",
"name": "The Literacy Network",
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"h.breadmore@bham.ac.uk"
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"The School of Education hosts the Literacy Research Network, which brings together staff from the University of Birmingham who research and teach on the topic of literacy and language development, and education."
],
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{
"school": "University of Birmingham",
"name": "The MOSAIC Group for Research on Multilingualism",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/mosaic-group-for-research-on-multilingualism",
"person_links": 0,
"leader_hint": "Dr Kamran Khan Director",
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"The MOSAIC Group for Research on Multilingualism was first established in 2008 to provide a forum for the development of new, interdisciplinary lines of enquiry related to bilingualism/multilingualism, multilingual literacy, bilingual education, second language learning and contemporary discourses about linguistic and cultural diversity."
],
"flag": "",
"university_and_centre": "University of Birmingham",
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{
"school": "University of Birmingham",
"name": "The National Centre for Nuclear Robotics (NCNR)",
"url": "https://www.birmingham.ac.uk/research/centres-institutes/nuclear-robotics",
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"leader_hint": "Professor Rustam Stolkin Professor",
"emails": [],
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"The National Centre for Nuclear Robotics, established in 2018, is a consortium of eight universities and affiliated partners tasked with finding fresh solutions to the well-established problem of nuclear waste. Nuclear decommissioning and the safe disposal of nuclear waste is a global problem of enormous proportions."
],
"flag": "",
"university_and_centre": "University of Birmingham",
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}
]
products/courtauld__groups.json
+1928
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@@ -0,0 +1,335 @@
[
{
"课题组名称": "Chris Ponting Research Group",
"所在大学及研究中心": "University of Edinburgh | Institute of Genetics and Cancer",
"研究方向": "Our research uses cutting-edge analytical approaches in genetics, genomics, transcriptomics, and cell biology to determine the causal mechanisms of myalgic encephalomyelitis (ME, sometimes known as chronic fatigue syndrome [CFS]). We work closely with colleagues, Sjoerd Beentjes and Ava Khamseh, and host Audrey Ryback’s ME/CFS research programme. In previous research, we estimated the lifetime prevalence of ME/CFS to be approximately 400,000 UK individuals. We also identified 116 molecular traits that differ significantly between cases and controls, for females and separately for males.",
"联系邮箱": "Chris.Ponting@ed.ac.uk",
"最近五年论文数": null,
"_url": "https://institute-genetics-cancer.ed.ac.uk/research/research-groups-a-z/ponting-group",
"_school": "Edinburgh/Institute of Genetics and Cancer",
"_decision": "accept",
"_persons_sample": [
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"Professor Chris Ponting",
"Professor Chris Ponting Group Leader",
"Dr Ava Khamseh",
"Dr Sjoerd Beentjes",
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],
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"chris.ponting@ed.ac.uk"
]
},
{
"课题组名称": "Wendy Bickmore Research Group",
"所在大学及研究中心": "University of Edinburgh | Institute of Genetics and Cancer",
"研究方向": "Despite its immense length, the linear sequence map of the human genome is an incomplete description of our genetic information. This is because genome function and regulation is also impacted by the way that DNA sequence is folded up with proteins within chromosomes and within the nucleus. Our work tries to understand the three-dimensional folding of the genome, and how this controls how our genome functions in normal development and how this may be perturbed in disease. We take a multidisciplinary approach, using cytological, genetic, genomic and biochemical methods, as well as animal models",
"联系邮箱": null,
"最近五年论文数": null,
"_url": "https://institute-genetics-cancer.ed.ac.uk/research/research-groups-a-z/bickmore-group",
"_school": "Edinburgh/Institute of Genetics and Cancer",
"_decision": "accept",
"_persons_sample": [
"Professor Wendy Bickmore Director",
"Professor Wendy Bickmore Group Leader",
"Dr Shipra Bhatia Investigator",
"Dr Simon Biddie Clinical Lecturer",
"Dr Elias Friman Research Fellow",
"Dr Anna Kogan Postdoctoral"
],
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"hgu.director@ed.ac.uk"
]
},
{
"课题组名称": "Cryosphere",
"所在大学及研究中心": "University of Edinburgh",
"研究方向": "The Cryosphere research group combines field, satellite remote sensing, geophysical, geochronological and numerical modelling techniques to investigate how the cryosphere will be affected by predicted climate change, and to inform possible consequences on our society with respect to sea-level rise and water resources. We actively explore across both polar regions, with particular activity in West Antarctica’s Amundsen Sea Embayment and southwest Greenland. Our polar research extends from monitoring and modelling terrestrial ice losses to thinning ice shelves, diminishing sea ice and the impact",
"联系邮箱": null,
"最近五年论文数": null,
"_url": "https://geosciences.ed.ac.uk/research/research-groups/cryosphere",
"_school": "Edinburgh/School of GeoSciences",
"_decision": "accept",
"_persons_sample": [],
"_emails_all": []
},
{
"课题组名称": "Edinburgh Earth Observatory",
"所在大学及研究中心": "University of Edinburgh",
"研究方向": "The Edinburgh Earth Observatory develop the science around geospatial and earth observation technologies to understand our planet, to improve the lives, health, and opportunities of the people on it, and to protect its environment. We work with satellites and UAVs to gather, sort, and link together data about our planet. This work is then used to produce maps, visualisations, and models which enhance our understanding of the processes and systems of the Earth and inform policymaking. We work with people, industry, governments, and other organisations to improve lives and protect the environmen",
"联系邮箱": null,
"最近五年论文数": null,
"_url": "https://geosciences.ed.ac.uk/research/research-groups/edinburgh-earth-observatory",
"_school": "Edinburgh/School of GeoSciences",
"_decision": "accept",
"_persons_sample": [],
"_emails_all": []
},
{
"课题组名称": "Scottish History Research Group",
"所在大学及研究中心": "University of Edinburgh",
"研究方向": "History at Edinburgh is one of the largest and most distinguished departments of its kind and is home to the oldest established Chair in Scottish History. The Scottish History Research Group is one of the largest clusters of academic historians worldwide, working across a wide range of historical topics with a Scottish focus. The group’s members have expertise stretching from early medieval to contemporary Scotland, and specialisms from social and economic history to politics and intellectual life.",
"联系邮箱": null,
"最近五年论文数": null,
"_url": "https://hca.ed.ac.uk/research/about/research-groups/scottish-history-research-group",
"_school": "Edinburgh/School of History, Classics and Archaeology",
"_decision": "accept",
"_persons_sample": [],
"_emails_all": []
},
{
"课题组名称": "Heritage Minds Lab",
"所在大学及研究中心": "University of Edinburgh",
"研究方向": "The Heritage Minds Lab is a dynamic, trans-disciplinary and cross-sector ecosystem. It aims to develop new, data-rich approaches to heritage research and practice that inform real-world interventions with social purpose. The team work with academic and non-academic partners internationally to examine how encounters with the past shape contemporary values, decision-making and future-thinking in an increasingly digital world. We have a strong focus on critically assessing the impact of digital technologies on the processes and outcomes of heritage research and curation.",
"联系邮箱": null,
"最近五年论文数": null,
"_url": "https://hca.ed.ac.uk/research/about/research-groups/heritage-minds-lab",
"_school": "Edinburgh/School of History, Classics and Archaeology",
"_decision": "accept",
"_persons_sample": [],
"_emails_all": []
},
{
"课题组名称": "Database Group",
"所在大学及研究中心": "University of Edinburgh | Laboratory for Foundations of Computer Science",
"研究方向": "The Database Group at the School of Informatics is part of the Laboratory for the Foundations of Computer Science. The interests of the group span all aspects of database theory and systems. Topics of current interest include query languages, graph databases, uncertain data, data integration, reasoning about data, incremental computation, and many others. The group is supported by multiple grants from EPSRC, ERC, and industry, and its members actively collaborate with a number of industrial partners, including Neo4j and Huawei.",
"联系邮箱": null,
"最近五年论文数": null,
"_url": "https://informatics.ed.ac.uk/lfcs/research/database-group",
"_school": "Edinburgh/School of Informatics",
"_decision": "accept",
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},
{
"课题组名称": "PEPA Group",
"所在大学及研究中心": "University of Edinburgh | Laboratory for Foundations of Computer Science",
"研究方向": "Quantitative process algebra and performance modelling (PEPA Group) summary The PEPA group study quantitative formal methods, including, but not limited to, stochastic process algebras such as PEPA. Quantitative models include information about time and probability and allow aspects of system behaviour such as performance, availability and reliability to be analysed. PEPA, Performance Evaluation Process Algebra, was introduced in Hillston’s PhD thesis in 1995 and has since been adopted by researchers and modellers around the world, modelling a wide variety of different types of system. The PEP",
"联系邮箱": null,
"最近五年论文数": null,
"_url": "https://informatics.ed.ac.uk/lfcs/research/pepa-group",
"_school": "Edinburgh/School of Informatics",
"_decision": "accept",
"_persons_sample": [],
"_emails_all": []
},
{
"课题组名称": "Soft Matter Physics",
"所在大学及研究中心": "University of Edinburgh | Institute for Condensed Matter and Complex Systems",
"研究方向": "\"Soft matter\" is a convenient term for materials that are easily deformed by thermal fluctuations and external forces. In short, it refers to ‘all things squishy’! Everyday examples include paint, blood, milk, spreads and ice cream. Soft materials share several characteristic features, e.g. that their building blocks are intermediate in size between atoms and grains, and this is crucial to understanding their behaviour. In the Edinburgh Soft Matter Physics group, we use experiments, computer simulations, and theoretical calculations to understand colloidal and granular model systems for phenom",
"联系邮箱": "j.arlt@ed.ac.uk",
"最近五年论文数": null,
"_url": "https://www.ph.ed.ac.uk/icmcs/research-themes/soft-matter-physics",
"_school": "Edinburgh/School of Physics and Astronomy",
"_decision": "accept",
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"Aidan.Brown@ed.ac.uk",
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"Alex.Lips@ed.ac.uk"
]
},
{
"课题组名称": "Centre for Security Research",
"所在大学及研究中心": "University of Edinburgh",
"研究方向": "CeSeR is an interdisciplinary centre which promotes and connects diverse forms of security research across the University of Edinburgh and beyond. CeSeR is based in the School of Social and Political Science and was established in 2015.",
"联系邮箱": "ceser@ed.ac.uk",
"最近五年论文数": null,
"_url": "https://www.ceser.sps.ed.ac.uk/",
"_school": "Edinburgh/School of Social and Political Science",
"_decision": "accept",
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]
},
{
"课题组名称": "CRITIQUE - Centre for Ethics and Critical Thought",
"所在大学及研究中心": "University of Edinburgh",
"研究方向": "CRITIQUE draws together scholars from across Schools and Colleges at University of Edinburgh in a dynamic hub for ethical and critical analysis of urgent social challenges such as climate change, economic exploitation, racial segregation, gender oppression, and political violence. Deeply committed to methodological pluralism, its members deploy a variety of methodological approaches to political and social theory, ranging from analytic philosophical methods to genealogy, from history of political thought to immanent critique, from feminist and critical race theoretical methodologies to legal a",
"联系邮箱": "critique_centre@ed.ac.uk",
"最近五年论文数": null,
"_url": "https://critique.sps.ed.ac.uk/",
"_school": "Edinburgh/School of Social and Political Science",
"_decision": "accept",
"_persons_sample": [
"Dr Mihaela Mihai",
"Dr Philip Cook"
],
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]
},
{
"课题组名称": "Institute for the Study of Science, Technology and Innovation (ISSTI)",
"所在大学及研究中心": "University of Edinburgh",
"研究方向": "A virtual research institute, hosted by Science Technology and Innovation Studies. ISSTI brings together groups from across the University of Edinburgh involved in research, teaching and knowledge transfer on social and policy aspects of science, technology and innovation. The Institute for the Study of Science, Technology and Innovation (ISSTI) is a research network established in 2001 by Professor Robin Williams to bring together groups of academics and individual researchers across the University of Edinburgh who are involved in research, teaching and knowledge transfer on social and policy",
"联系邮箱": "Geraldine.Debard@ed.ac.uk",
"最近五年论文数": null,
"_url": "https://www.issti.ed.ac.uk/",
"_school": "Edinburgh/School of Social and Political Science",
"_decision": "accept",
"_persons_sample": [
"Professor Robin Williams",
"Dr Matjaz Vidmar"
],
"_emails_all": [
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]
},
{
"课题组名称": "Centre for Science, Knowledge and Policy (SKAPE)",
"所在大学及研究中心": "University of Edinburgh",
"研究方向": "By Clementine O’Connor and Hayley Bennett In early 2025 we gave a SKAPE presentation called ‘Lived Experience as Evidence’ at Edinburgh Uni. We focussed on exploring the differences Led by Professor Katherine Smith (Public Health Policy, University of Strathclyde)",
"联系邮箱": null,
"最近五年论文数": null,
"_url": "https://www.skape.ed.ac.uk/",
"_school": "Edinburgh/School of Social and Political Science",
"_decision": "accept",
"_persons_sample": [
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],
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},
{
"课题组名称": "Centre for Theology and Public Issues",
"所在大学及研究中心": "University of Edinburgh",
"研究方向": "Promoting reflection and research on important public issues to which Christian theology can make a constructive contribution. Founded in 1984 as the world's first centre for research on public theology, the Centre for Theology and Public Issues (CTPI) brings together theologians, colleagues from other academic disciplines, faith leaders, policymakers and the public to consider current and future issues that affect society.",
"联系邮箱": null,
"最近五年论文数": null,
"_url": "https://divinity.ed.ac.uk/research/research-centres-and-networks/centre-theology-and-public-issues",
"_school": "Edinburgh/School of Divinity",
"_decision": "accept",
"_persons_sample": [],
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},
{
"课题组名称": "Centre for the Study of Christian Origins",
"所在大学及研究中心": "University of Edinburgh",
"研究方向": "The Centre for the Study of Christian Origins (CSCO) is committed to the study of early Christianity and the world it was born in, focusing on the first two centuries of the common era. Our interests range from New Testament studies to patristics, to the world of late antiquity, and many of our members have specialisations within these fields. We are interested in encouraging and supporting study in these areas and put on a range of conferences and seminars to this end. The latest events are posted on our website.",
"联系邮箱": null,
"最近五年论文数": null,
"_url": "https://divinity.ed.ac.uk/research/research-centres-and-networks/centre-for-the-study-of-christian-origins",
"_school": "Edinburgh/School of Divinity",
"_decision": "accept",
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},
{
"课题组名称": "The Centre for Speech Technology Research",
"所在大学及研究中心": "University of Edinburgh | Institute for Language, Cognition and Computation",
"研究方向": "CSTR is an interdisciplinary research centre linking Informatics and Linguistics and English Language. Founded in 1984, CSTR is concerned with research in all areas of speech technology including speech recognition, speech synthesis, speech signal processing, information access, multimodal interfaces and dialogue systems. We have many collaborations with the wider community of researchers in speech science, language, cognition and machine learning for which Edinburgh is renowned.",
"联系邮箱": null,
"最近五年论文数": null,
"_url": "https://www.cstr.ed.ac.uk/",
"_school": "Edinburgh/School of Philosophy, Psychology and Language Sciences",
"_decision": "accept",
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},
{
"课题组名称": "Acoustics and Audio Group",
"所在大学及研究中心": "University of Edinburgh",
"研究方向": "The group hosts research projects including Next Generation Sound Synthesis (NESS), and BATWOMAN. NESS was an exploratory five-year project funded through the Computer Science panel of the European Research Council concerned with synthetic sound - in particular, numerical simulation techniques for physical modelling sound synthesis in parallel hardware. The Group has UK-wide associations with the Open University, the University of York’s Audio Lab, the University of Stirling, the Sonic Arts Research Centre and the University of Cambridge. International research links include LAUM (University o",
"联系邮箱": "s.bilbao@ed.ac.uk",
"最近五年论文数": null,
"_url": "https://www.eca.ed.ac.uk/groups-and-clusters/acoustics-and-audio-group",
"_school": "Edinburgh/Edinburgh College of Art",
"_decision": "accept",
"_persons_sample": [
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"Prof Arnold Myers Senior Professorial",
"Dr Michael Newton Senior Lecturer",
"Dr Jenny Nex Curator"
],
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"a.myers@ed.ac.uk",
"mike.newton@ed.ac.uk",
"jenny.nex@ed.ac.uk",
"eca@ed.ac.uk"
]
},
{
"课题组名称": "OPENspace",
"所在大学及研究中心": "University of Edinburgh",
"研究方向": "At OPENspace research centre, we’re committed to fostering inclusive access to a wide range of outdoor environments, from city parks and squares to remote rural landscapes. We focus on the benefits to be gained from getting outdoors and identify the barriers faced by different users, particularly those from disadvantaged communities. Our work at OPENspace explores the potential of blue and green spaces to facilitate beneficial and enjoyable engagement with the outdoors. In doing so, we aim to find evidence of ways to enhance individuals’ health and wellbeing and foster a positive connection wi",
"联系邮箱": "s.bell@ed.ac.uk",
"最近五年论文数": null,
"_url": "https://www.eca.ed.ac.uk/groups-and-clusters/openspace",
"_school": "Edinburgh/Edinburgh College of Art",
"_decision": "accept",
"_persons_sample": [
"Prof Simon Bell Personal Chair",
"Prof Catharine Ward Thompson Professor",
"Dr Scott Ogletree Lecturer",
"Dr Penny Travlou Senior Lecturer",
"Dr Charlotte Wendelboe-"
],
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"c.ward-thompson@ed.ac.uk",
"scott.ogletree@ed.ac.uk",
"Nicole.Porter@ed.ac.uk",
"Lisa.McClatchey@ed.ac.uk"
]
},
{
"课题组名称": "EERC",
"所在大学及研究中心": "University of Edinburgh | European Ethnological Research Centre",
"研究方向": "The EERC is a research centre within Celtic & Scottish Studies at the University of Edinburgh. Its primary concern is the promotion of research into everyday life and society in Scotland and the publication of the results. Launched in 2011, this innovative project collects and makes widely available primary source material that illustrates everyday life and society in Scotland, past and present, and produces supporting scholarly studies. Its overall aim is to lay the foundations for a comprehensive ethnology of Scotland.",
"联系邮箱": null,
"最近五年论文数": null,
"_url": "https://llc.ed.ac.uk/celtic-scottish-studies/research/eerc",
"_school": "Edinburgh/Celtic and Scottish Studies (LLC)",
"_decision": "accept",
"_persons_sample": [
"Dr Neill Martin Director Dr",
"Professor Gary West"
],
"_emails_all": []
},
{
"课题组名称": "Centre for Statistics",
"所在大学及研究中心": "University of Edinburgh",
"研究方向": "Our core members are involved in the promotion and application of the statistical sciences. We organise a number of cross-disciplinary meetings, workshops and public events.",
"联系邮箱": null,
"最近五年论文数": null,
"_url": "https://centreforstatistics.maths.ed.ac.uk/",
"_school": "Edinburgh/School of Mathematics",
"_decision": "accept",
"_persons_sample": [],
"_emails_all": []
},
{
"课题组名称": "Usher Institute - Centre for Medical Informatics research groups",
"所在大学及研究中心": "University of Edinburgh | Usher Institute, Centre for Medical Informatics",
"研究方向": "Groups within the Centre for Medical Informatics work across a variety of key areas. The Clinical Language Informatics group is led by Arlene Casey. Their research includes developing language technologies, health intelligence and privacy science to make information in healthcare narratives useful for rigorous, trustworthy research.",
"联系邮箱": null,
"最近五年论文数": null,
"_url": "https://usher.ed.ac.uk/research/medical-informatics/groups",
"_school": "Edinburgh/Usher Institute",
"_decision": "accept",
"_persons_sample": [],
"_emails_all": []
},
{
"课题组名称": "Usher Institute - Centre for Population Health Sciences research groups",
"所在大学及研究中心": "University of Edinburgh | Usher Institute, Centre for Population Health Sciences",
"研究方向": "Groups within the Centre for Population Health Sciences work across the following primary areas of research. The Ageing and Health research group is led by Gillian Mead. Their research covers the health of older people, through producing original research, disseminating knowledge and existing as an exemplar of excellent clinical practice.",
"联系邮箱": null,
"最近五年论文数": null,
"_url": "https://usher.ed.ac.uk/research/population-health-sciences/groups",
"_school": "Edinburgh/Usher Institute",
"_decision": "accept",
"_persons_sample": [
"Professor Scott Murray"
],
"_emails_all": []
}
]
products/edinburgh_v2__groups.json
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[
{
"school": "Guildhall School of Music & Drama",
"name": "Music Therapy Auditions",
"url": "https://www.gsmd.ac.uk/study-with-guildhall/music/music-auditions-interviews/music-therapy-auditions",
"person_links": 1,
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"All applicants who apply for a live audition in London will be offered an in-person audition. However, the majority of successful applications come from musicians who have completed their bachelor degree and/or who have gained significant relevant work and life experience outside of education.",
"Submit an online application by 4.30pm on the deadline date appropriate for the venue you choose for your initial audition.",
"All applicants who elect to audition in person will be offered an initial musical skills audition. Further information about auditions can be found below.",
"Applicants who are successful at audition will be invited to the interview stage of the process. Further information about the interview process can be found below.",
"*Note: if you are applying to attend a live audition in one of our Asia or New York audition venues, earlier application deadlines apply. Please see the relevant section below for further information.",
"attend a live audition in one of our overseas venues (in Asia or New York), as detailed here: Music Auditions Overseas | Guildhall School of Music & Drama (gsmd.ac.uk)"
],
"is_group": false,
"flag": "未收（非组/粒度不符）",
"note": ""
},
{
"school": "Guildhall School of Music & Drama",
"name": "Research Strategy",
"url": "https://www.gsmd.ac.uk/research-engagement-services/research/research-strategy",
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"Our priorities for the next five years aim to address the precise role research has to play in the performing arts, what kinds of research will be the most appropriate in the near future, and how they will feed into the School’s overall strategy.",
"Considerable investment in research at the Guildhall School has brought substantial returns in expanded activity and clear resulting benefits.",
"Apart from consistent successes in research grant capture, there have been positive effects far beyond the Research Department, on colleagues’ vocation for the generation of new knowledge through creativity, and the institution’s reputation for progressive thinking and action. In particular, the School’s concern for how the performing arts relate to social issues has been nourished by research activity, as have the expanded possibilities for partnerships that feed into teaching and other activities.",
"Our priorities for the next five years aim to address the precise role research has to play in the performing arts, what kinds of research will be the most appropriate in the near future, and how they will feed into the School’s overall strategy.",
"Accordingly, strategy has been shaped by four general principles:",
"to add, in more and more areas of our activity, research excellence to existing excellence in artist training in the belief that the former will support and extend the latter;"
],
"is_group": false,
"flag": "非组（策略文档）",
"note": "研究战略文本"
},
{
"school": "Guildhall School of Music & Drama",
"name": "Staff Research",
"url": "https://www.gsmd.ac.uk/research-engagement-services/research/staff-research",
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"Overseen by the Head of Research and facilitated by the Research Office, systematic creative and exploratory work at the Guildhall School is guided by an integrated Research Strategy that forms part of its Innovation and Engagement strategy, feeding into an overarching institutional strategic five-year plan redrafted to coincide with the City of London Corporation’s Corporate Plan 2018–23.",
"The foundation of that work is the wide range of projects within the School’s flourishing Doctoral Research programme, above which we have developed an inclusive and flexible structure, supported directly by the Corporation, that involves a significant and growing proportion of the School’s academic staff.",
"Some colleagues undertake self-contained projects in the context of our internal Research and Innovation Funding schemes. Others are supported to pursue doctoral study with 100% fee-waivers and resources to backfill their roles. Others still are appointed to various kinds of research fellowship (permanent, temporary, fractional). We also from time to time welcome on a selective basis Visiting Research Fellows whose work complements that of colleagues.",
"Recognising the breadth of research potential in the School’s range of disciplines, we currently do not try to confine activity within branded strands of work; as part of our mission to promote a culture of enquiry encompassing the whole institution, we support research wherever it emerges, allowing all staff members the opportunity to identify and pursue individual areas of exploration.",
"Recent and current activity in Music embraces—but is not limited to—composition (Julian Anderson, Richard Baker, Laurence Crane, Hollie Harding, Rolf Hind, Matthew Kaner, Paul Newland), performance practice (Kate Bennett-Wadsworth, Matthew Jones, Laura Roberts, Jacqueline Ross, Christopher Suckling), historical musicology (Sarah Fuchs, Barry Ife, Graham Johnson, Cormac Newark, Maria Razumovskaya, Sam Wilson), pedagogy (Steve Berryman, Ian Clarke, Matteo dalle Fratte, Biranda Ford, Mirjam James, Evan Rothstein), and audience experience (David Dolan, John Sloboda).",
"In Drama and Production Arts, work is ongoing or in preparation in the areas of devised performance, performance and spectatorship, video art and scenography, rhetoric, and actor training (Andy Lavender, Alex Mermikides, Orla O’Loughlin, Dan Shorten, Eliot Shrimpton)."
],
"is_group": false,
"flag": "方向叙述页",
"note": "原文：'we currently do not try to confine activity within branded strands of work … individual areas of exploration'；Music/Drama/Interdisciplinary 三段=方向文字+人名串，无具名负责人"
},
{
"school": "Guildhall School of Music & Drama",
"name": "",
"url": "https://www.gsmd.ac.uk/research-engagement-services/research/postdoctoral-research",
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},
{
"school": "Guildhall School of Music & Drama",
"name": "Externally Funded Research\nProjects",
"url": "https://www.gsmd.ac.uk/research-engagement-services/research/externally-funded-research-projects",
"person_links": 0,
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"Guildhall School’s research department develops, supports and champions important and unique research projects across subject areas that feed into creative knowledge and practice. Our research projects approach music and drama through a wide spectrum of novel discourses, which offer new insights into the arts and society.",
"Collaboration is at the heart of the Guildhall School’s research. Our research projects have included partnerships with the Barbican, the V&A Museum, and the National Opera Studio, as we work to ensure that our research projects have a strong beneficial impact on society and the creative industries.",
"The Guildhall School’s position as a conservatoire makes it an ideal environment for creative, innovative research. Our researchers are experienced academics and practitioners who are dedicated to the development of new understanding and knowledge. We invite researchers to contact us if they wish to work with us on future projects.",
"The school’s research projects produce academic papers, but they also result in scores, performances, and recordings. Our PURE repository provides free access to many of the School’s research outputs, or you can visit our project pages for more information about our on-going work.",
"Interrogating newly discovered 18th-century Abolitionist vocal music, and placing it in the histories of the British trade in enslaved peoples, the abolitionist movement, Black writers in Britain, and the musical legacies of Black communities.",
"Integrating cutting-edge technologies, innovative staging, and interactive audience experiences to reimagine the traditional boundaries of opera."
],
"is_group": false,
"flag": "项目清单",
"note": "11 个 externally funded project（Abolition Songs / Immersive Opera / Texting Scarlatti …）逐条是 project"
},
{
"school": "Guildhall School of Music & Drama",
"name": "Guildhall Innovation Funding",
"url": "https://www.gsmd.ac.uk/research-engagement-services/research/guildhall-innovation-funding",
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"The Guildhall Innovation Fund is able to support new projects and develop new ideas within the School. It provides the School’s staff with an opportunity to grow initial research ideas, pilot their projects, or take the first steps in exploring their research concepts. The Fund is divided into three schemes: Curriculum Initiative (for projects promoting the introduction of new research into teaching), Research Project (for work leading to new outputs), and Lightbulb (for knowledge exchange and enterprise projects).",
"It is widely recognised in the profession that successful opera singers need to be innovative, individual, expressive, passionate creative artists – and sing! The Creative Singer project by Sally Burgess and Rebecca Meitlis integrated a Mentoring & Coaching approach and the Feldenkrais Method during workshops and rehearsals of Mozart’s Magic Flute. The study examined the ways in which this work can further the development of young singers, and connect the singer with their own flowing, confident creativity.",
"The fundamental question, “How to play Cantabile in the late 19th century?”, addresses widespread misunderstanding of Brahms string interpretation, which over the course of the last century has increasingly lacked musical flexibility and stylistic conviction. The Brahms Reheard project seeks to develop a method for creating engaging performances in historical context. At the centre of this project by Jacqueline Ross is a radically new approach to the understanding of Brahms' string writing - through the study and transcription of his vocal music.",
"The Librettists’ Network was established by Ruth Mariner (MA in Opera-Making & Writing graduate, 2015), Stephen Plaice (Writer-in-Residence, Guildhall School) and Julian Philips (Head of Composition).",
"The Network is a new learning initiative and advocacy body for creative writers working in contemporary opera. This project allows the Network to establish its own website with creative profiles, develop learning resources, and establish a model for ensuring its future sustainability.",
"If you are a Guildhall School member of staff and you have a project that you are interested in developing, you can find out more about how to apply on MyGuildhall, or contact us to discuss it further. We can provide funding for small research projects, projects which pilot new curriculum initiatives, and projects which test innovative and entrepreneurial ideas."
],
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"note": ""
},
{
"school": "Guildhall School of Music & Drama",
"name": "Music Therapy Department\nStaff",
"url": "https://www.gsmd.ac.uk/study-with-guildhall/music/music-department-staff/music-therapy-department-staff",
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"flag": "教学系staff页",
"note": "Head of Music Therapy 是教学职务；无 research group 页"
},
{
"school": "Guildhall School of Music & Drama",
"name": "Governance & Ethics",
"url": "https://www.gsmd.ac.uk/research-engagement-services/research/governance-ethics",
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"Research governance at Guildhall is the responsibility of the Research & Knowledge Exchange Committee, which reports via Academic Board to the School Governors, and delegates specific functions (notably the drafting of its REF2021 Code of Practice) to its own sub-committees.",
"The work is guided by the principles of the Concordat to Support Research Integrity, by the obligation to report on any instances of misconduct in research, and by information received from the School’s Research Ethics Committee.",
"The Research Ethics Committee is composed of around 10 School staff and external lay members. It considers applications for ethical approval of research mainly by doctoral students and staff, and occasionally undergraduate and Master’s students.",
"Information is provided on the School intranet and postgraduate researchers are required to attend ethics training as part of their research training programme in the first year of study.",
"Our priorities for the next five years aim to address the precise role research has to play in the performing arts, what kinds of research will be the most appropriate in the near future, and how they will feed into the School’s overall strategy.",
"The Guildhall Innovation Fund is able to support new projects and develop new ideas within the School. This provides the School’s staff with an opportunity to grow initial research ideas, pilot their projects, or take the first steps in exploring their research concepts."
],
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},
{
"school": "Guildhall School of Music & Drama",
"name": "Opera Studies Auditions",
"url": "https://www.gsmd.ac.uk/study-with-guildhall/music/music-auditions-interviews/opera-studies-auditions",
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"Please note: it is not possible to audition for opera in our overseas audition venues. Candidates domiciled overseas must travel to London for a live audition or submit a recorded audition.",
"We encourage you to attend a live audition where possible. If you are unable to, you have the option to submit a recorded audition.",
"Please note that you may apply for Opera Studies, Vocal Studies or make a joint application to be considered by both the Opera and Vocal Studies departments.",
"If you wish to apply for Vocal Studies or as a Joint applicant, please go to the Vocal webpage for audition requirements.",
"The below audition information is for candidates applying to Opera Studies only.",
"Opera Studies: MMus, Advanced Certificate and Advanced Artist Diploma"
],
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{
"school": "Guildhall School of Music & Drama",
"name": "Guildhall De-Centre",
"url": "https://www.gsmd.ac.uk/research-engagement-services/guildhall-de-centre",
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"\"To be truly visionary we have to root our imagination in our concrete reality while simultaneously imagining possibilities beyond that reality.\"",
"Guildhall De-Centre for Socially Engaged Practice and Research builds on the work of Guildhall School’s former Institute for Social Impact Research in the Performing Arts and other past initiatives that have explored socially engaged, equitable, sustainable and transdisciplinary practices across the School and beyond.",
"Guildhall De-Centre focuses on the support structures, networks and collaborations that form the basis of socially engaged practices by developing a community of researchers, practitioners, producers, teachers and administrators at Guildhall School.",
"The De-Centre fosters a range of activities including research (see ‘Lines of enquiry’), internal operations, curriculum development, and public exchanges to investigate, chronicle, and integrate decentralized, socially conscious, equitable, sustainable, and interdisciplinary practices throughout the School. Our goal is to champion these practices within the conservatoire and further afield, enhancing interaction, exchange, and recognition of socially engaged endeavours.",
"The De-Centre operates under the stewardship of Guildhall School staff members who convene monthly to deliberate and make decisions collaboratively. The steering group has been instrumental in guiding and nurturing the growth of the De-Centre. Current members include:",
"'Lines of enquiries' are the current and emerging practice and research projects in the School that connect to the De-Centre's aims and ambitions around socially engaged work and infrastructure."
],
"is_group": false,
"flag": "中心/去中心粒度",
"note": "自述 'De-Centre'，由 14 人 steering group 每月共同决策；无单一具名负责人，规模大于一个导师"
},
{
"school": "Guildhall School of Music & Drama",
"name": "De-Centre Lines of enquiry",
"url": "https://www.gsmd.ac.uk/de-centre-lines-of-enquiry",
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"Detta Danford and Natasha Zielazinski: Music Motherhood and Me",
"Detta Danford and Natasha Zielazinski are musicians and composers whose work is often collaborative. They have worked together since studying at the Guildhall School in 2006. During this time they have developed a rich collaborative partnership through playing, composing, leading, thinking, writing and researching together. Their work together includes performing with ensembles such as Jetsam and Breakfast Club, as well as playing and performing as a duo. Their joint practice involves arts facilitation, co-teaching collaborative and participatory arts practice, as well as group coaching and coach training. Detta and Natasha are currently working closely with partner organisations like the LSO and The Magpie Project to develop new models of practice which explore alternative models for collaboration, facilitation and connection.",
"Their project Music Motherhood and Me is a collaboration with The Magpie Project, a charity that supports mums and under-fives in temporary accommodation in Newham. Music Motherhood and Me explores the intersection of coaching and arts facilitation within creative sessions. Their Line of Enquiry is concerned with understanding how these two disciplines interact and the impact this has on well-being and creative health, and on another level, the project aims to contribute to the understanding of community partnership and co-created work between community organisations like The Magpie Project and HE institutions like the Guildhall School.",
"Leslie Deere: The Embodied Instrument: Immersive Experience for Creative Expression and Restorative Practice",
"Leslie Deere is a Postdoctoral Researcher at Guildhall School and an internationally exhibiting artist, performer and published author.",
"Her current multidisciplinary work investigates embodied sound making, affect and immersion. She is engaged in research looking at the potentials of arts-based extended reality experiences as creative new forms of therapy. She has recently released a book chapter on VR performance from the 90s to now published by Springer and will contribute to a book in 2025 on altered states in audiovisual art. Leslie, BA Hons Sonic Art, MA RCA, PhD, is a classically trained dancer with a background in the performing arts."
],
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"flag": "单项研究清单",
"note": "15 条 lines of enquiry，逐条=一位具名研究者的单个项目"
},
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"We offer a range of activities, resources, opportunities to support career development and creative industry innovation and resilience. We believe in providing support before and beyond higher education – we have an ongoing responsibility to the performing arts sector and those working within it.",
"We provide employment and artistic engagement opportunities for our students throughout their training. We also offer small grants to support artistic practice, as well as regular opportunities to work alongside professionals in the industry.",
"We support innovation and development of new work or start ups through grant funding and commissions, as well as connecting ideas to industry.",
"We understand the critical importance of life-long professional development. We provide training and resources to support development of practice in a changing world, and offer space for networking and knowledge-sharing across disciplines/ sectors.",
"Guildhall Ignite enables executive and professional development for leaders, managers, teams and businesses.",
"The Guildhall Innovation Fund is able to support new projects and develop new ideas within the School. This provides the School’s staff with an opportunity to grow initial research ideas, pilot their projects, or take the first steps in exploring their research concepts."
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"Guildhall Ignite is the executive and professional training consultancy of Guildhall School, enabling performance by coaching in and through the performing arts. Guildhall Ignite combines accredited business and executive coaching with the School’s world class performing arts offer, using specialist coaches to deliver outstanding personal performance training to business and creative professionals. Whether you're looking for personal development, to increase the resilience of your team or drive organisational performance, we have options for you.",
"We offer coach training and professional development with programmes designed to enable leaders to respond to the contemporary challenges of the corporate and creative worlds.",
"We run an annual programme of training and workshops to enable personal and team performance, to train and develop coaching skills and enhance organisational performance. We also provide fully-tailored courses for individuals and businesses. We have supported clients in the UK and internationally from the arts, in education, in business and from all sectors.",
"We have over 40 experienced Coaching Associates who specialise in various areas – and we can tailor courses specifically for your business needs with cohorts just for you. Why not get in touch and discuss the best approach for your team - email us on.ignite@gsmd.ac.uk.",
"It felt very safe and held, a really non-judgmental space for people to try new things, to experiment with new ideas. The connections, rapport and trust within the group was established really quickly and people were able to share challenges and new ideas in a really safe way."
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"person_links": 0,
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"leader_hint": null,
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"note": ""
},
{
"school": "Guildhall School of Music & Drama",
"name": "",
"url": "https://www.gsmd.ac.uk/study-with-guildhall/music/performance-and-collaboration/guildhall-school-artists-recitals",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
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"flag": "未收（非组/粒度不符）",
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"school": "Guildhall School of Music & Drama",
"name": "",
"url": "https://www.gsmd.ac.uk/study-with-guildhall/music/music-department-staff",
"person_links": 0,
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"leader_hint": null,
"emails": [],
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"flag": "未收（非组/粒度不符）",
"note": ""
},
{
"school": "Guildhall School of Music & Drama",
"name": "",
"url": "https://www.gsmd.ac.uk/study-with-guildhall/music/music-department-staff/academic-studies-department-staff",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
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"<iframe src=\"https://www.googletagmanager.com/ns.html?id=GTM-NKHMB93\" height=\"0\" width=\"0\" style=\"display:none;visibility:hidden\"></iframe>",
"icon-arrow-downicon-arrow-righticon-calendaricon-chevron-down-circle-inverticon-chevron-down-circleicon-chevron-downicon-chevron-righticon-clockicon-closeicon-crossicon-downloadicon-envelopeicon-exclamation-markicon-facebookicon-instagramicon-negativeicon-new-tabicon-pauseicon-playicon-plusicon-question-markicon-searchChevronicon-sound-officon-sound-onicon-spinnericon-talkicon-twittericon-usericon-youtube"
],
"is_group": false,
"flag": "未收（非组/粒度不符）",
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},
{
"school": "Guildhall School of Music & Drama",
"name": "",
"url": "https://www.gsmd.ac.uk/study-with-guildhall/music/music-open-days",
"person_links": 0,
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},
{
"school": "Guildhall School of Music & Drama",
"name": "",
"url": "https://www.gsmd.ac.uk/study-with-guildhall/music/music-study-abroad",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [],
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{
"school": "Guildhall School of Music & Drama",
"name": "",
"url": "https://www.gsmd.ac.uk/study-with-guildhall/music/music-study-abroad/incoming-erasmus-applicants",
"person_links": 0,
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],
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"flag": "未收（非组/粒度不符）",
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},
{
"school": "Guildhall School of Music & Drama",
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],
"is_group": false,
"flag": "未收（非组/粒度不符）",
"note": ""
},
{
"school": "Guildhall School of Music & Drama",
"name": "",
"url": "https://www.gsmd.ac.uk/study-with-guildhall/production-design",
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},
{
"school": "Guildhall School of Music & Drama",
"name": "",
"url": "https://www.gsmd.ac.uk/study-with-guildhall/production-design/study-production-design",
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},
{
"school": "Guildhall School of Music & Drama",
"name": "Guildhall Staff",
"url": "https://www.gsmd.ac.uk/about-guildhall/guildhall-staff",
"person_links": 3,
"named_persons": [],
"leader_hint": null,
"emails": [],
"direction_paras": [
"Vice-Principal & Director of Innovation, Engagement & Lifelong Learning"
],
"is_group": false,
"flag": "未收（非组/粒度不符）",
"note": ""
},
{
"school": "Guildhall School of Music & Drama",
"name": "Research",
"url": "https://www.gsmd.ac.uk/research-engagement-services/research",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [],
"direction_paras": [
"Research at Guildhall School explores fundamental questions about the creative arts. It embraces a wide range of disciplines within music and drama including composition, performance, pedagogy, institution studies, historical musicology, music and literature studies, cultural history, electronic music, creative writing and music therapy.",
"56% of School’s research activity classed as world-leading in national assessment, including 100% of its research impact.",
"Considerable investment in research at the Guildhall School has brought substantial returns in expanded activity and clear resulting benefits.",
"Apart from consistent successes in research grant capture, there have been positive effects far beyond the Research Department, on colleagues’ vocation for the generation of new knowledge through creativity, and the institution’s reputation for progressive thinking and action. In particular, the School’s concern for how the performing arts relate to social issues has been nourished by research activity, as have the expanded possibilities for partnerships that feed into teaching and other activities.",
"Our priorities for the next five years aim to address the precise role research has to play in the performing arts, what kinds of research will be the most appropriate in the near future, and how they will feed into the School’s overall strategy.",
"Guildhall De-Centre for Socially Engaged Practice and Research builds on the work of Guildhall School’s former Institute for Social Impact Research in the Performing Arts and other past initiatives that have explored socially engaged, equitable, sustainable and transdisciplinary practices across the School and beyond."
],
"is_group": false,
"flag": "方向叙述/学部级总览",
"note": "School 级 research 总览页；H1=Research，无具名负责人，非组"
},
{
"school": "Guildhall School of Music & Drama",
"name": "Guildhall School's\nResearchWorks series",
"url": "https://www.gsmd.ac.uk/guildhall-schools-researchworks-series",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [],
"direction_paras": [
"Guildhall School’s ResearchWorks is a programme of events centred around the School’s research activity, bringing together staff, students and guests of international standing.",
"We run regular events throughout the term intended to share the innovative research findings of the School and its guests with students, staff and the public.",
"This season offers the chance to attend ResearchWorks events either in person, in Guildhall School's Silk Street Lecture Recital Room, or online via Zoom. Registration is available via the event listings below.",
"Mon 5 October 2026 | Platform / Discussion | Research | ResearchWorks",
"Emily Doolittle discusses her decades-long interest in the relationship between animal songs and human music.",
"Wed 14 October 2026 | Classical Music | Research | ResearchWorks"
],
"is_group": false,
"flag": "研讨会系列",
"note": "原文：'a programme of events … bringing together staff, students and guests'"
}
]
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[
{
"school": "Liverpool School of Tropical Medicine",
"name": "Centre for Capacity Research",
"url": "https://www.lstmed.ac.uk/research/centres-and-units/centre-for-capacity-research",
"verdict": "收",
"why": "中心自述 + 具名 Head + Meet the Team(25 人链)",
"person_links": 25,
"named_persons": [
"Professor Imelda Bates",
"Dr Nadia Fazal Russell Dacombe",
"Dr Tara Tancred Professor Obiageli",
"Dr Zara Babakordi Dr Justin",
"Dr Motto Nganda Dr Nadia",
"Professor Imelda Bates Show",
"Professor Imelda Bates From",
"Dr Thomas Kariuki From"
],
"leader_hint": "Professor Imelda Bates (Head, Centre for Capacity Research)",
"emails": [
"info@lstmed.ac.uk"
],
"direction_paras": [
"The Centre for Capacity Research specialises in the science of research capacity strengthening – a process of individual and institutional development leading to higher levels of skills and greater ability to perform useful research. The centre is a global leader in advancing evidence-informed capacity strengthening practice in low- and middle-income countries, through:",
"Whilst specialising in strengthening the capacity of research systems, the Centre for Capacity Research retains a broad interest in capacity strengthening initiatives of all types within a low- and middle-income country contexts, including a sub-speciality in laboratory strengthening.",
"Our research themes have been developed to span the range of capacity strengthening activities we undertake:"
],
"flag": ""
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Centre for Childbirth, Women’s and Newborn Health",
"url": "https://www.lstmed.ac.uk/research/centres-and-units/centre-for-childbirth-women%E2%80%99s-and-newborn-health",
"verdict": "收",
"why": "自述 'a dynamic, multidisciplinary group of applied health researchers'，列 Our team（Tina Lavender / Charles Ameh / Amie Wilson）",
"person_links": 4,
"named_persons": [
"Professor Tina Lavender Dame Tina",
"Professor Charles Ameh Professor Ameh",
"Dr Amie Wilson Amie Wilson"
],
"leader_hint": "Professor Tina Lavender",
"emails": [
"cwnh@lstmed.ac.uk"
],
"direction_paras": [
"The Centre for Childbirth, Women’s, and Newborn Health is a dynamic, multidisciplinary group of applied health researchers.",
"Working across global settings with the greatest potential to benefit, our activities are underpinned by a commitment to equity. Our well-established team has a strong track record of generating internationally excellent research evidence, and accelerated transfer of knowledge into health care practice.",
"Our vision, that all women and newborns can access high quality and respectful healthcare, wherever they live, is realised by:"
],
"flag": ""
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Centre for Drugs and Diagnostics",
"url": "https://www.lstmed.ac.uk/research/centres-and-units/research-centre-for-drugs-diagnostics",
"verdict": "收",
"why": "自述 'comprises an experienced multi-disciplinary team'，Our team 列 3 位负责人",
"person_links": 4,
"named_persons": [
"Professor Joseph Turner Joseph Turner",
"Professor Giancarlo Biagini",
"Dr Ana Cubas Atienzar Dr",
"Professor Awarded Prestigious Royal Society"
],
"leader_hint": "Professor Giancarlo Biagini / Professor Joseph Turner",
"emails": [],
"direction_paras": [
"The Centre for Drugs and Diagnostics (CDD) at LSTM comprises an experienced multi-disciplinary team of experts working to discover, develop, and deliver novel therapies and diagnostics against a range of pathogens.",
"Infectious diseases continue to pose significant threats to global health, particularly affecting vulnerable populations in low-resource settings. Many of these diseases lack adequate diagnostic tools and effective treatments, while emerging pathogens and antimicrobial resistance (AMR) create new challenges that require innovative solutions.",
"Building on more than 25 years of translational research, the CDD works with industry, academia, and nongovernment organisations to accelerate scientific discovery into real-world application and impact. In the past four years CDD has been involved in bringing 18 products to market to diagnose and treat a wide range of diseases."
],
"flag": ""
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Centre for Neglected Tropical Diseases",
"url": "https://www.lstmed.ac.uk/research/centres-and-units/centre-for-neglected-tropical-diseases-cntd",
"verdict": "收",
"why": "自述 Centre + Our team 具名 3 人",
"person_links": 4,
"named_persons": [
"Dr Shree Hegde Shree",
"Professor Mark Taylor Mark’s",
"Dr David Weetman David’s"
],
"leader_hint": "Professor Mark Taylor / Dr Shree Hegde / Dr David Weetman",
"emails": [],
"direction_paras": [
"Translating science into action to control, cure and eliminate Neglected Tropical Diseases",
"The Centre for Neglected Tropical Diseases (CNTD) builds on over 125 years of LSTM expertise on Neglected Tropical Diseases (NTDs) from their discovery to elimination.",
"The 21 NTDs identified by the World Health Organization (WHO) affect over 1 billion people, mostly in underserved communities where they drive and prolong poverty and inequality. These diseases cause disability, stigma, and loss of livelihood, reinforcing cycles of disadvantage."
],
"flag": ""
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Centre for Snakebite Research & Interventions",
"url": "https://www.lstmed.ac.uk/research/centres-and-units/centre-for-snakebite-research-interventions",
"verdict": "收",
"why": "自述 'We lead groundbreaking research on venom biology'，Our team 具名",
"person_links": 4,
"named_persons": [
"Dr Laura-Oana Albulescu Laura-Oana Albulescu",
"Professor Nick Casewell Nicholas Casewell"
],
"leader_hint": "Professor Nick Casewell",
"emails": [],
"direction_paras": [
"We lead groundbreaking research on venom biology and snakebite envenoming to develop and deliver better interventions that improve the outcomes of snakebite patients.",
"Our work spans fundamental research into venom function, the development of snakebite therapeutics and diagnostics, clinical research to understand the pathophysiology of snakebite, and public health research to address its global burden.",
"Snakebite is a neglected tropical disease (NTD) that claims upwards of 140,000 lives every year and leaves 400,000 survivors with permanent disabilities or disfigurements."
],
"flag": ""
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Centre for Tuberculosis Research",
"url": "https://www.lstmed.ac.uk/research/centres-and-units/lstm-centre-for-tuberculosis-research",
"verdict": "收",
"why": "自述 'brings together leading researchers'，Our team 具名 3 人",
"person_links": 4,
"named_persons": [
"Dr Kerry Millington Kerry Millington",
"Dr Tom Wingfield Dr Tom",
"Dr Daire Cantillon Daire Cantillon",
"Professor Awarded Prestigious Royal Society"
],
"leader_hint": "Dr Kerry Millington / Dr Tom Wingfield / Dr Daire Cantillon",
"emails": [],
"direction_paras": [
"The Centre for Tuberculosis Research (CTBR) at LSTM brings together leading researchers dedicated to combating one of the world’s oldest and deadliest infectious diseases.",
"Building on decades of expertise in tuberculosis (TB) research and control, we drive innovation from laboratory discovery to field implementation to accelerate progress towards ending TB.",
"Our work spans the entire research journey, from understanding how TB develops and spreads, to developing new ways to diagnose and treat the disease, to strengthening health systems and supporting communities affected by TB."
],
"flag": ""
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Institute for Resilient Health Systems",
"url": "https://www.lstmed.ac.uk/research/centres-and-units/institute-for-resilient-health-systems",
"verdict": "收",
"why": "⚠️ 名为 Institute；但页面上 Our team 只列 3 位具名负责人、无更大编制，规模仍在一个 PI 带得动的量级 → 暂判收，存疑见 §4",
"person_links": 4,
"named_persons": [
"Professor Euphemia Sibanda Professor Sibanda",
"Professor Miriam Taegtmeyer Professor Taegtmeyer",
"Professor Joanna Raven Professor Raven"
],
"leader_hint": "Professor Euphemia Sibanda / Professor Miriam Taegtmeyer / Professor Joanna Raven",
"emails": [
"irhs@lstmed.ac.uk"
],
"direction_paras": [
"We are dedicated to establishing and growing a cross-disciplinary network of researchers who, through partnerships with a special focus on underserved communities, contribute to health systems’ abilities to prepare, adapt, and transform in the face of shocks and stressors and reduce avoidable and unfair differences in health worldwide.",
"Fragile and unprepared health systems struggle to respond effectively to disease outbreaks, extreme weather events, and conflict. This leads to preventable deaths and widening inequities.",
"Resilient health systems are better equipped to handle interconnected shocks and stressors, ensuring the continued delivery of essential health services. This is essential for protecting vulnerable populations, promoting health equity, and contributing to sustainable development."
],
"flag": ""
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Global Health Trials Unit",
"url": "https://www.lstmed.ac.uk/research/centres-and-units/global-health-trials-unit",
"verdict": "收",
"why": "自述 specialist research unit，Our team 具名 3 人，专属邮箱 ghtu@lstmed.ac.uk",
"person_links": 4,
"named_persons": [
"Professor Tom Fletcher Tom Fletcher",
"Professor Feiko",
"Professor Awarded Prestigious Royal Society"
],
"leader_hint": "Professor Tom Fletcher / Professor Feiko ter Kuile / Charlotte Rawcliffe",
"emails": [
"ghtu@lstmed.ac.uk"
],
"direction_paras": [
"The Global Health Trials Unit at LSTM is a specialist research unit that designs, conducts, and delivers high-quality clinical trials in the majority world.",
"We provide comprehensive statistical, epidemiological, and methodological expertise to support life-changing research that addresses the world’s most pressing health challenges. Working across diverse settings, we ensure trials are conducted to the highest international standards while being contextually appropriate and locally relevant.",
"Many promising health interventions fail to reach the communities that need them most due to inadequate trial design, implementation challenges, or a lack of robust evidence from real-world settings. This evidence gap particularly affects populations in the majority world, where the disease burden is highest but research infrastructure may be limited."
],
"flag": ""
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Health Systems and Workforce Strengthening Unit",
"url": "https://www.lstmed.ac.uk/research/centres-and-units/health-systems-workforce-strengthening-unit",
"verdict": "判不准",
"why": "自述 Unit + 完整研究方向 + 项目，但全页无具名负责人（named=0）⇒ 缺判据必需项；见 finding §4-2",
"person_links": 1,
"named_persons": [],
"leader_hint": "—（页面未具名负责人）",
"emails": [],
"direction_paras": [
"The Health Systems and Workforce Strengthening Unit (HSWS) at LSTM enhances health systems and develop the health workforce to deliver equitable, high-quality care, especially in fragile and shock-prone settings across the majority world.",
"Health systems are highly complex networks of people, institutions, and resources. In an ideal world, they are supported by strong policies, reliable medical supplies, and comprehensive systems to provide quality health care for all. A well-trained, supported, and motivated health workforce is at the heart of a resilient and sustainable health system.",
"However, health systems face constant local and global challenges—from conflict, climate crisis and disease outbreaks, to weak governance and workforce shortages. Through collaboration and learning, we at HSWS strengthen health systems and help their people deliver equitable, high-quality health care for all."
],
"flag": "判不准"
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Research Computing Unit",
"url": "https://www.lstmed.ac.uk/research/centres-and-units/research-computing-unit",
"verdict": "收",
"why": "自述 'Bioinformatics Unit activities, led by Dr Simon Wagstaff'",
"person_links": 1,
"named_persons": [
"Dr Simon Wagstaff",
"Dr Wagstaff",
"Professor Hilary Ranson Awarded CBE"
],
"leader_hint": "Dr Simon Wagstaff (led by)",
"emails": [],
"direction_paras": [
"The unit develops and deploys bioinformatics tools to translational tropical medicine and is engaged in a number of collaborative projects with other research groups in LSTM.",
"LSTM’s Bioinformatics Unit activities, led by Dr Simon Wagstaff, have entered a new software development phase as it explores novel ways to address some of the major computational challenges that limit our ability to analyse the results of high throughput sequencing projects.",
"To address these unmet needs the unit developed VTBuilder, a new tool for the assembly of highly variable neglected transcriptomes from millions of short sequencing reads. This substantial piece of software is now being used in the BU to accurately assemble highly variable transcriptomes from non-model organisms lacking a comprehensive underpinning knowledge and technology base."
],
"flag": ""
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "METRe",
"url": "https://www.lstmed.ac.uk/research/departments/international-public-health/monitoring-and-evaluation-technical-assistance-and",
"verdict": "收",
"why": "原文 'This multi-disciplinary group led by Professor Joseph Valadez' —— 页面自述就是组",
"person_links": 8,
"named_persons": [
"Professor Joseph Valadez",
"Professor John Wyon LQAS",
"Professor Valadez",
"Professor Joseph Valadez Dr Caroline"
],
"leader_hint": "Professor Joseph Valadez",
"emails": [
"info@lstmed.ac.uk"
],
"direction_paras": [
"The METRe Group at the Liverpool School of Tropical Medicine was established in 2010. This multi-disciplinary group led by Professor Joseph Valadez was created to provide technical assistance and build capacity in low resource countries on how to effectively collect, analyse and use quality data to guide decision making for health programmes and policies.",
"The group specialises both in the development of practical tools for assessment, and their use. The main focus of the group is to improve health systems and health care outcomes through integrating effective and practical tools for monitoring through strong training and follow-up strategies. METRe is committed to developing local capacity to undertake this work, and uses a Learning By Doing approach for this purpose. Research is an on-going component of the work of the METRe group who strive to ensure that monitoring strategies are evidence-based and successfully impact on health care.",
"Professor Valadez pioneered the Lot Quality Assurance Sampling method during the mid-1980s while a member of the Harvard faculty. LQAS is now used internationally and recently LQAS has been integrated with cluster sampling for applications in large countries."
],
"flag": ""
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Stillbirth prevention in Sub-Saharan Africa",
"url": "https://www.lstmed.ac.uk/research/departments/international-public-health/stillbirth-prevention-in-sub-saharan-africa-0",
"verdict": "收",
"why": "原文 'NIHR Global Health Research Group on Stillbirth Prevention and Management in Sub-Saharan Africa ... led by Prof Dame Tina Lavender'",
"person_links": 16,
"named_persons": [
"Prof Dame Tina Lavender",
"Dr Lesley Briscoe Dr Carol",
"Professor Dame Tina Lavender Dr",
"Dr Lucy Marsden Valentina Actis",
"Professor Dame Tina Lavender Chief",
"Professor Angela Chimwaza Lugina African"
],
"leader_hint": "Prof Dame Tina Lavender",
"emails": [
"tina.lavender@lstmed.ac.uk",
"afchimwaza@kcn.unima.mw",
"roy.daley@lstmed.ac.uk",
"jon.wood@lstmed.ac.uk",
"info@lstmed.ac.uk"
],
"direction_paras": [
"The NIHR Global Health Research Group on Stillbirth Prevention and Management in Sub-Saharan Africa is a research collaboration between the Centre for Childbirth, Women’s and Newborn Health (CWNH) led by Prof Dame Tina Lavender, at LSTM and the Lugina Africa Midwives Research Network (LAMRN), a midwifery led research network operating in Kenya, Malawi, Tanzania, Uganda, Zambia, and Zimbabwe.",
"After successfully completing a three-year programme at the University of Manchester, the NIHR Group has now moved to LSTM. In this new setting, the team aims to complete exploratory work and feasibility studies in different research areas: antenatal care; respectful care, co-morbidities (obstetric fistula and stillbirth) and bereavement care and support following stillbirth / early neonatal death. The team will use the findings from these studies to inform and evaluate sustainable interventions to prevent maternal and newborn morbidity and mortality.",
"The Group is a unique midwife-led research partnership between Liverpool School of Tropical Medicine (University of Manchester until 2020) and the Lugina Africa Midwives Research Network (LAMRN). Its aims were to address a critical lack of research around stillbirth and identify best practice and support for families who endure a stillbirth in Kenya, Malawi, Uganda, Tanzania, Zambia and Zimbabwe."
],
"flag": ""
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Diagnostics and interventions",
"url": "https://www.lstmed.ac.uk/research/departments/vector-biology/diagnostics-and-interventions",
"verdict": "收",
"why": "系内主题页，有具名 staff 与方向（Department|Themes|Staff 三段式）",
"person_links": 10,
"named_persons": [
"Dr Mark Paine Dr Gareth",
"Professor Philip McCall Dr Jeff"
],
"leader_hint": "Dr Mark Paine / Professor Philip McCall / Dr Jeff",
"emails": [
"info@lstmed.ac.uk"
],
"direction_paras": [
"The Vector Department has a strong focus on translational research and has developed a number of products and tools in use to aid the control of vector borne diseases. These include:",
"Several of our discovery research projects have led to new tools for use by the research community. For example, our work on insecticide resistance has led to the development of multiple molecular diagnostics for mutations associated with insecticide resistance. We have also developed a number of transgenic mosquito lines which can be used to drive expression of genes in specific tissues. Other projects in progress include:",
"Liverpool School of Tropical Medicine Pembroke Place Liverpool L3 5QA UK General: +44(0)151 705 3100 Well Travelled Clinic: 0151 705 3223 Fax: +44(0)151 705 3370 e-mail: info@lstmed.ac.uk"
],
"flag": ""
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Insecticide resistance",
"url": "https://www.lstmed.ac.uk/research/departments/vector-biology/insecticide-resistance",
"verdict": "收",
"why": "同上，具名 staff 4 人 + 方向",
"person_links": 8,
"named_persons": [
"Dr Mark Paine Professor Hilary",
"Dr David Weetman Professor Martin",
"Professor Charles Wondji Rudra Pratap"
],
"leader_hint": "Dr Mark Paine / Professor Hilary Ranson / Dr David Weetman / Professor Charles Wondji",
"emails": [
"info@lstmed.ac.uk"
],
"direction_paras": [
"The Department of Vector Biology is a world leader in studies of insecticide resistance with a particular focus on identifying the molecular mechanisms of insecticide resistance, and developing diagnostic assays (opens in a new tab) and tools to aid resistance management",
"Working primarily on Aedes, Culex and Anopheles mosquitoes, and phlebotomine sandflies, our projects employ a diverse range of methodologies for candidate discovery and functional validation including microarrays, RNAseq, genomewide association studies, in vitro metabolomics, transgenesis, and whole genome sequencing, especially via the Wellcome Trust Sanger Institute Anopheles gambiae 1000 genomes consortium project (link is external) (opens in a new tab) , co-led by LSTM.",
"Researchers have identified many of the major genes responsible for resistance to the key classes of insecticides used to control major insect disease vectors. In addition to diagnostic design for resistance monitoring, this knowledge informs the planning of insecticide resistance management programmes and feeds into design of novel insecticidal interventions."
],
"flag": ""
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Neonatal Nutrition Network",
"url": "https://www.lstmed.ac.uk/research/departments/clinical-sciences/neonatal-nutrition-network-dept",
"verdict": "判不准",
"why": "自述 Network：在撒哈拉以南非洲建设新生儿病房能力，含 4 家尼日利亚 + 2 家肯尼亚单元 —— 是组还是跨机构网络？",
"person_links": 0,
"named_persons": [
"Prof Steve Allen Expert",
"Dr Zainab Imam Dr Macrine",
"Professor Georg Lietz Conference",
"Dr Helen Nabwera LSTM",
"Dr Zainab Imam Consultant Neonatologist"
],
"leader_hint": "Prof Steve Allen / Dr Helen Nabwera",
"emails": [
"info@lstmed.ac.uk"
],
"direction_paras": [
"The Neonatal Nutrition Network (NNN) aims to build capacity in neonatal units in sub-Saharan Africa, some with limited previous research experience, and also engage researchers who are new to working in poorer countries.",
"The NNN has initially established in four neonatal units in Nigeria and two in Kenya. WHO have emphasised the importance of early life factors in the development of several important chronic respiratory diseases. The Network will form a basis for the follow-up of low birthweight (LBW) infant cohorts to evaluate long-term effects of early nutrition and modulation of the developing gut microbiome.",
"As well as providing a basis for research, we also aim to share expertise and experience to improve clinical outcomes across the Network"
],
"flag": "判不准"
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Quality Improvement of Integrated HIV, TB and malaria services in antenatal and postnatal care",
"url": "https://www.lstmed.ac.uk/research/departments/international-public-health/gfapu",
"verdict": "判不准",
"why": "GFAPU = Global Fund and Allied Programmes Unit：是承接 Global Fund 资金的项目实施单元，非 PI 带的科研团队",
"person_links": 0,
"named_persons": [],
"leader_hint": "—",
"emails": [
"info@lstmed.ac.uk"
],
"direction_paras": [
"Yet, despite notable achievements having been made to reduce maternal and newborn deaths, mothers and their babies are still dying in too large numbers – mostly from preventable or treatable causes, such as infectious diseases and complications during pregnancy or childbirth.",
"Since 2016, The Global Fund to Fight AIDS, Tuberculosis and Malaria (link is external) (opens in a new tab) has generously funded our research with the aim to deliver a quality improvement process that can be used to systematically assess and improve the availability, quality and efficiency of integrated HIV, TB and Malaria services provided at health facilities in antenatal and postnatal care.",
"The Global Fund and Allied Programmes Unit (GFAPU) at LSTM is committed to helping achieve this aim. Our team members have a sound background in maternal, newborn and child health and extensive experience conducting all stages of implementation research. We collaborate with partners and governments in host countries to design, deliver and implement a research programme for improving antenatal and postnatal care and by doing so saving the lives of mothers and their babies."
],
"flag": "判不准"
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Enterprise and Innovation Unit",
"url": "https://www.lstmed.ac.uk/research/centres-and-units/enterprise-and-innovation-unit",
"verdict": "判不准",
"why": "自述 'We create and direct business opportunities / We manage intellectual property' —— 职能/商业化单元，不是导师带的科研组",
"person_links": 1,
"named_persons": [],
"leader_hint": "—",
"emails": [
"enterprise&innovation@lstmed.ac.uk",
"innovation@lstmed.ac.uk"
],
"direction_paras": [
"The Enterprise and Innovation Unit supports the translation of discoveries into products, tools and technologies that reach those who need them most",
"We support and facilitate the translation of research into implemented interventions, build collaborations with industry stakeholders, and work to reduce market access barriers so LSTM’s intellectual property can deliver impact.",
"We work in line with LSTM’s mission to improve health outcomes in disadvantaged populations, with a particular focus on the needs of low- and middle-income countries, and alignment with local and regional health and economic priorities."
],
"flag": "判不准"
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Access denied",
"url": "https://www.lstmed.ac.uk/research/centres-and-units/impala",
"verdict": "判不准",
"why": "页面返回 'Access denied'，无内容可判",
"person_links": 0,
"named_persons": [],
"leader_hint": "—",
"emails": [
"info@lstmed.ac.uk"
],
"direction_paras": [
"Liverpool School of Tropical Medicine Pembroke Place Liverpool L3 5QA UK General: +44(0)151 705 3100 Well Travelled Clinic: 0151 705 3223 Fax: +44(0)151 705 3370 e-mail: info@lstmed.ac.uk",
"We use necessary cookies to make our site work. There are other reasons for using cookies, for example, analytics that measure how you use the site that help up improve the site. These other kinds of cookies will only be used if you accept.",
"For more information about the cookies we use, see our Cookies page. (opens in a new tab)"
],
"flag": "判不准"
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Centre for Capacity Research",
"url": "https://www.lstmed.ac.uk/research/centres-and-units/centre-for-capacity-research-0",
"verdict": "判不准",
"why": "与 centre-for-capacity-research 逐字同页（重复 slug）",
"person_links": 25,
"named_persons": [
"Professor Imelda Bates",
"Dr Nadia Fazal Russell Dacombe",
"Dr Tara Tancred Professor Obiageli",
"Dr Zara Babakordi Dr Justin",
"Dr Motto Nganda Dr Nadia",
"Professor Imelda Bates Show",
"Professor Imelda Bates From",
"Dr Thomas Kariuki From"
],
"leader_hint": "Professor Imelda Bates",
"emails": [
"info@lstmed.ac.uk"
],
"direction_paras": [
"The Centre for Capacity Research specialises in the science of research capacity strengthening – a process of individual and institutional development leading to higher levels of skills and greater ability to perform useful research. The centre is a global leader in advancing evidence-informed capacity strengthening practice in low- and middle-income countries, through:",
"Whilst specialising in strengthening the capacity of research systems, the Centre for Capacity Research retains a broad interest in capacity strengthening initiatives of all types within a low- and middle-income country contexts, including a sub-speciality in laboratory strengthening.",
"Our research themes have been developed to span the range of capacity strengthening activities we undertake:"
],
"flag": "判不准"
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Global Health Trials Unit",
"url": "https://www.lstmed.ac.uk/research/centres-and-units/global-health-trials-unit-0",
"verdict": "判不准",
"why": "与 global-health-trials-unit 逐字同页（重复 slug）",
"person_links": 4,
"named_persons": [
"Professor Tom Fletcher Tom Fletcher",
"Professor Feiko",
"Professor Awarded Prestigious Royal Society"
],
"leader_hint": "Professor Tom Fletcher",
"emails": [
"ghtu@lstmed.ac.uk"
],
"direction_paras": [
"The Global Health Trials Unit at LSTM is a specialist research unit that designs, conducts, and delivers high-quality clinical trials in the majority world.",
"We provide comprehensive statistical, epidemiological, and methodological expertise to support life-changing research that addresses the world’s most pressing health challenges. Working across diverse settings, we ensure trials are conducted to the highest international standards while being contextually appropriate and locally relevant.",
"Many promising health interventions fail to reach the communities that need them most due to inadequate trial design, implementation challenges, or a lack of robust evidence from real-world settings. This evidence gap particularly affects populations in the majority world, where the disease burden is highest but research infrastructure may be limited."
],
"flag": "判不准"
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Well Travelled Clinic",
"url": "https://www.lstmed.ac.uk/research/departments/clinical-sciences/well-travelled-clinic",
"verdict": "不收",
"why": "原文 'we offer a comprehensive pre-travel health service' / 'All profits are reinvested' —— 服务设施/门诊，不是研究组",
"person_links": 1,
"named_persons": [],
"leader_hint": "—",
"emails": [
"tropshop@lstmed.ac.uk"
],
"direction_paras": [
"The Well Travelled Clinic has helped travellers stay healthy abroad since the 1950s. We combine decades of specialist experience in travel medicine with a commitment to global health.",
"Whether you’re heading away on holiday, travelling for work, or volunteering overseas, we offer a comprehensive pre-travel health service.",
"When you choose the Well Travelled Clinic, you’re not just protecting your own health, you’re supporting global efforts to fight diseases of poverty and improve health systems in lower-income countries. All profits are reinvested into research, education and healthcare development, helping make a difference where it’s needed most."
],
"flag": "不收"
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Opt-AMR (Optimizing Antibiotic Usage to Mitigate AMR)",
"url": "https://www.lstmed.ac.uk/research/departments/tropical-disease-biology/antimicrobial-chemotherapy-and-resistance",
"verdict": "不收",
"why": "H1='Opt-AMR ...' 原文 '2024 – present' + 'About the project' —— 单项项目",
"person_links": 4,
"named_persons": [
"Professor Joseph Valadez"
],
"leader_hint": "—",
"emails": [],
"direction_paras": [
"Antimicrobial resistance (AMR) to antibiotics is a global health security priority, particularly affecting low-income countries. Overuse and misuse of antibiotics are key drivers of AMR. Optimising antibiotic prescribing and use (ABU) is essential to ensure patients with life-threatening illnesses receive appropriate medication while reducing unnecessary prescriptions. This challenge is compounded by a lack of affordable, accurate, and rapid diagnostics to support antibiotic stewardship in local health systems.",
"Building on our health systems research with partners in Uganda, Malawi, and Zambia, Opt-AMR research group aims to interrupt AMR in communities by identifying factors that optimise ABU and developing affordable strategies with Ministries of Health. We seek to understand how quality of care (QoC) and ABU among patients with febrile illness can be strengthened to reduce AMR and improve patient outcomes. We will focus on facilities where clinicians have limited time for therapeutic decision-making, and AMR emergence indicates failed health system quality.",
"The most common clinical presentation in sub-Saharan Africa is febrile illness in under-fives, often treated with broad-spectrum antibiotics when malaria tests are negative. This behaviour risks spreading AMR, exacerbated by incomplete adherence to therapy, supply ruptures, and other QoC deficiencies. While microbiological surveillance is recommended, it is costly and logistically challenging. A feasible approach is sentinel surveillance of key pathogens to identify regional AMR prevalence and develop local solutions."
],
"flag": "不收"
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "ReCITE",
"url": "https://www.lstmed.ac.uk/research/departments/clinical-sciences/recite",
"verdict": "不收",
"why": "原文 'The ReCITE project blends creativity with healthcare' —— 项目",
"person_links": 15,
"named_persons": [
"Dr Simon Abrams",
"Dr Rachel Tolhurst Charlotte Hemingway",
"Professor Miriam Taegtmeyer Nour Essale",
"Dr Hany Ragab"
],
"leader_hint": "—",
"emails": [
"reciteproject@lstmed.ac.uk",
"info@lstmed.ac.uk"
],
"direction_paras": [
"The consortium has created a Theory of Change and expects commissioners and policymakers will see the benefits of scaling up and sustaining a strategic creative health approach that builds community trust and increases health equity.",
"Storytelling is a way of collecting data, highlighting inequities, providing health messages to communities and redirecting public agendas to better promote health equity. Liverpool has a long history of strong and active communities, and vibrant creativity but also has entrenched health inequalities that mean many local people live shorter lives with fewer years of good health than they should.",
"Routine health interventions such as cancer screening and childhood immunisation have fallen well below national targets and there is an increasing burden of poor mental wellbeing and of mistrust in government and public health information."
],
"flag": "不收"
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Clinical Sciences",
"url": "https://www.lstmed.ac.uk/research/departments/clinical-sciences",
"verdict": "不收",
"why": "系（大一级）",
"person_links": 3,
"named_persons": [
"Professor Miriam Taegtmeyer"
],
"leader_hint": "Professor Miriam Taegtmeyer (Head of Department)",
"emails": [],
"direction_paras": [
"The Department of Clinical Sciences is at the heart of LSTM’s mission to improve health outcomes for the world’s most vulnerable populations.",
"Bringing together world-leading expertise across clinical research, education and practice, we transform scientific discovery into practical solutions – from laboratory insight and experimental medicine through clinical trials and evidence synthesis, to teaching, policy change, and real-world health impact.",
"Delivered through regional and global collaborations and research groups worldwide, our approach is built to generate actionable evidence that informs health policy and improves clinical practice in low- and middle-income countries and the UK."
],
"flag": "不收"
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "International Public Health",
"url": "https://www.lstmed.ac.uk/research/departments/international-public-health",
"verdict": "不收",
"why": "系（大一级）",
"person_links": 3,
"named_persons": [
"Professor Charles Ameh"
],
"leader_hint": "Professor Charles Ameh (Head of Department)",
"emails": [],
"direction_paras": [
"We bring together staff from diverse professional backgrounds to examine the systems, structures and social factors that influence wellbeing and shape health outcomes globally.",
"Our work, delivered through a range of research models from individual fellowships and project grants to large, multi-partner consortia, informs policy and supports equitable, sustainable improvements in global health.",
"The department hosts one of LSTM’s global hubs: the Centre for Sexual Health HIV and AIDS Research (CeSHHAR) in Zimbabwe."
],
"flag": "不收"
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Tropical Disease Biology",
"url": "https://www.lstmed.ac.uk/research/departments/tropical-disease-biology",
"verdict": "不收",
"why": "系（大一级）",
"person_links": 3,
"named_persons": [
"Professor Joseph Turner"
],
"leader_hint": "Professor Joseph Turner (Head of Department)",
"emails": [],
"direction_paras": [
"We are a leading national and international research and teaching department with a focus on translational research of tropical infectious diseases.",
"Our research is focused on solutions with potential to make a material impact on the health and wellbeing of people from resource poor settings. We conduct research across all major human infections to address unmet global health challenges.",
"Working with collaborators across the world we have long-established links with academic and non-academic partners including governmental, non-governmental organisations, product development partnerships and industry, in more than 50 predominantly low- and middle-income countries."
],
"flag": "不收"
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Vector Biology",
"url": "https://www.lstmed.ac.uk/research/departments/vector-biology",
"verdict": "不收",
"why": "系（大一级）",
"person_links": 3,
"named_persons": [
"Professor Tony Nolan"
],
"leader_hint": "Professor Tony Nolan (Head of Department)",
"emails": [],
"direction_paras": [
"It maintains a broad research portfolio encompassing functional genomics, behaviour and ecology of disease vectors, clinical trials, implementation research, and the development of tools for monitoring and evaluation of disease transmission. Our overarching aim is to contribute to the control and elimination of vector-borne diseases that disproportionately affect the world’s poorest populations.",
"We apply our expertise and resources to accelerate discovery and societal impact through world class research, focussed on the following themes:",
"Understanding and anticipating resistance to interventions against vector-borne disease is a core strength of our research. We investigate the genetic and molecular mechanisms that drive resistance, its epidemiological consequences for disease transmission, and the emergence of behavioural adaptations in vector populations. We also assess resistance risks associated with next-generation vector control tools, including genetic control technologies, and examine adaptive genetic variation in vector-borne pathogens that may undermine intervention effectiveness."
],
"flag": "不收"
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Tropical Disease Biology",
"url": "https://www.lstmed.ac.uk/research/departments/parasitology",
"verdict": "不收",
"why": "重定向到 Tropical Disease Biology 系页（大一级）",
"person_links": 3,
"named_persons": [
"Professor Joseph Turner"
],
"leader_hint": "Professor Joseph Turner",
"emails": [],
"direction_paras": [
"We are a leading national and international research and teaching department with a focus on translational research of tropical infectious diseases.",
"Our research is focused on solutions with potential to make a material impact on the health and wellbeing of people from resource poor settings. We conduct research across all major human infections to address unmet global health challenges.",
"Working with collaborators across the world we have long-established links with academic and non-academic partners including governmental, non-governmental organisations, product development partnerships and industry, in more than 50 predominantly low- and middle-income countries."
],
"flag": "不收"
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Centres, Institutes and Units",
"url": "https://www.lstmed.ac.uk/research/centres-and-units",
"verdict": "不收",
"why": "Centres/Institutes/Units 总索引页，非组",
"person_links": 1,
"named_persons": [],
"leader_hint": "—",
"emails": [],
"direction_paras": [
"Our Centres, Institutes and Units bring together leading experts across disciplines to tackle complex global health challenges.",
"These specialist groups drive collaborative, impact-focused research, advancing discovery, shaping policy and strengthening health systems in partnership with communities worldwide.",
"Discover more about how LSTM’s research is improving health outcomes in disadvantaged populations globally, through partnership in research and education."
],
"flag": "不收"
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Research themes",
"url": "https://www.lstmed.ac.uk/research/research-departments",
"verdict": "不收",
"why": "H1='Research themes'，院系总索引页",
"person_links": 1,
"named_persons": [],
"leader_hint": "—",
"emails": [],
"direction_paras": [
"LSTM is a global leader in tropical medicine and global health research. Since 1898, we’ve pioneered work on malaria, neglected tropical diseases, antimicrobial resistance, climate health, and health systems strengthening, conducting impactful research across Africa, Asia and Latin America.",
"Nine interconnected research themes combine laboratory innovation with field-based evidence, partnering with communities and policy makers to develop interventions that save lives and reduce disability. Explore our research to discover how we’re advancing tropical medicine for the world’s most vulnerable populations.",
"Four specialist departments combine expertise across clinical sciences, public health, vector biology, and parasitology. Our integrated approach delivers pioneering translational research from laboratory discovery to field implementation."
],
"flag": "不收"
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Research themes",
"url": "https://www.lstmed.ac.uk/research/themes-0",
"verdict": "不收",
"why": "Research themes 总索引页（大一级）",
"person_links": 1,
"named_persons": [],
"leader_hint": "—",
"emails": [],
"direction_paras": [
"LSTM is a global leader in tropical medicine and global health research. Since 1898, we’ve pioneered work on malaria, neglected tropical diseases, antimicrobial resistance, climate health, and health systems strengthening, conducting impactful research across Africa, Asia and Latin America.",
"Nine interconnected research themes combine laboratory innovation with field-based evidence, partnering with communities and policy makers to develop interventions that save lives and reduce disability. Explore our research to discover how we’re advancing tropical medicine for the world’s most vulnerable populations.",
"Four specialist departments combine expertise across clinical sciences, public health, vector biology, and parasitology. Our integrated approach delivers pioneering translational research from laboratory discovery to field implementation."
],
"flag": "不收"
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Malaria and Neglected Tropical Diseases",
"url": "https://www.lstmed.ac.uk/research/malaria-other-vector-borne-diseases",
"verdict": "不收",
"why": "Research theme 页（大一级），自述 'Nine interconnected research themes' 之一",
"person_links": 5,
"named_persons": [
"Professor Tony Nolan Professor Nolan",
"Dr Cassie Modahl Dr Modahl"
],
"leader_hint": "Professor Tony Nolan",
"emails": [],
"direction_paras": [
"LSTM is a global leader in efforts to eliminate malaria and neglected tropical diseases, from drug-resistant parasites to snakebite and schistosomiasis.",
"Our research spans basic science, clinical trials, and implementation, generating new tools and delivery strategies that reach the communities most affected.",
"We work collaboratively with partners worldwide to shape policies, strengthen health systems, and address mental health needs."
],
"flag": "不收"
},
{
"school": "Liverpool School of Tropical Medicine",
"name": "Pioneering life saving research championing education for all",
"url": "https://www.lstmed.ac.uk/research/centres/",
"verdict": "不收",
"why": "渲染成通用 Research hub 页，非组",
"person_links": 0,
"named_persons": [],
"leader_hint": "—",
"emails": [],
"direction_paras": [
"Skip to main content News and Events Jobs Donate Alumni MyLSTM Primary Navigation Menu Study Research and Innovation Clinical Collaborate About Us Search Pioneering life saving research championing education for all Quick links Study at LSTM Explore our research Shaping global health since 1898 When it was established in 1898, Liverpool School of Tropical Medicine was the first institution in the "
],
"flag": "不收"
}
]
products/macquarie-v2__groups.json
+830
View File
@@ -0,0 +1,830 @@
{
"count": 75,
"groups": [
{
"group_name": "Corporate citizenship and integrity",
"university_and_centre": "Macquarie University",
"research_direction": "The Corporate Citizenship and Integrity cluster examines law, norms and standards in the governance, regulation and financing of corporations from Australian, regional and international perspectives.",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-arts/schools/macquarie-law-school/our-research/corporate-citizenship-and-integrity",
"_name_source": "页面 H1",
"_note": "含内层 B&HR Access to Justice Lab / Financial Integrity Hub",
"_unit": "Arts/Law"
},
{
"group_name": "Law and society in Asia and the Pacific",
"university_and_centre": "Macquarie University",
"research_direction": "The Law and Society in Asia and the Pacific cluster provides a regional focus for research examining the interaction between law, societal development, norms and practices and the roles and functions of law and legal institutions.",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-arts/schools/macquarie-law-school/our-research/law-and-society-in-asia-and-the-pacific",
"_name_source": "页面 H1",
"_note": "",
"_unit": "Arts/Law"
},
{
"group_name": "Technology in the public interest",
"university_and_centre": "Macquarie University",
"research_direction": "The Technology in the Public Interest research cluster explores how technological innovations can be effectively governed to support both equity and efficiency.",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-arts/schools/macquarie-law-school/our-research/technology-in-the-public-interest",
"_name_source": "页面 H1",
"_note": "",
"_unit": "Arts/Law"
},
{
"group_name": "Voice, access and law reform",
"university_and_centre": "Macquarie University",
"research_direction": "The Voice, Access and Law Reform cluster has a particular focus on Indigenous Australians, children, the aged, LGBTQI populations, people with disabilities and those with difficulties in communication.",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-arts/schools/macquarie-law-school/our-research/voice-access-and-law-reform",
"_name_source": "页面 H1",
"_note": "",
"_unit": "Arts/Law"
},
{
"group_name": "Australian Centre for Ancient Numismatic Studies",
"university_and_centre": "Macquarie University",
"research_direction": "The Australian Centre for Ancient Numismatic Studies (ACANS) is an internationally recognised leader in the study of coinage in the ancient societies of the Mediterranean, Egypt and the Near East.",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-arts/schools/school-of-humanities/our-research/australian-centre-for-ancient-numismatic-studies",
"_name_source": "页面 H1",
"_note": "",
"_unit": "Arts/Humanities"
},
{
"group_name": "Australian Centre for Egyptology",
"university_and_centre": "Macquarie University",
"research_direction": "We are proud to be the only institution in Australia with a 40-year history of fieldwork, research and teaching in ancient Egyptian language, history, visual culture and archaeology.",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-arts/schools/school-of-humanities/our-research/australian-centre-for-egyptology",
"_name_source": "页面 H1",
"_note": "",
"_unit": "Arts/Humanities"
},
{
"group_name": "Macquarie Centre for Ancient Cultural Heritage and the Environment (CACHE)",
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"research_direction": "Criminology at Macquarie addresses questions of inequality and injustice related to the criminal justice system in Australia and internationally. We take a strong interdisciplinary approach that weaves together specialties across the social sciences, law, politics and psychology to examine how crime intersects with individual factors such as race, gender, Indigeneity, age and sexuality.",
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"group_name": "Global cultures and languages",
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"research_direction": "Language sits at the heart of all human communication and relationships, connecting us throughout the globe. The School of International Studies hosts a world class modern languages hub, with relationships across international communities in Australia and abroad giving us a strong foundation in understanding languages and their value.",
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"group_name": "Politics and international relations",
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"research_direction": "Through its research and teaching, this discipline seeks not only to explain political events and phenomena, but also to seek out innovative, and sometimes controversial explanations and solutions.",
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"group_name": "Security studies",
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"group_name": "China Strategic Knowledge Initiative",
"university_and_centre": "Macquarie University",
"research_direction": "Established at Macquarie University in 2026, the China Strategic Knowledge Initiative (CSKI) aims to strengthen Australia’s knowledge base and policy engagement on China through rigorous scholarship and meaningful public outreach.",
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"group_name": "Art Ethnography Research Lab",
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"group_name": "Australian Basic Income Lab",
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"group_name": "Microethnography Lab",
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"group_name": "Shadow Places Network",
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"group_name": "Social Policy Evaluation lab",
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"group_name": "REACH",
"university_and_centre": "Macquarie University",
"research_direction": "The Research in the Economics of the Arts, Culture and Heritage (REACH) network conduct applied research in the economics of the arts and culture. The REACH network has an extraordinary record of international collaborative activities involving universities, international organisations, federal and state government agencies, NGOs, and business corporations in the arts and culture including UNESCO, the World Bank, the Australia Council for the Arts and the Australian Federal Government.",
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"group_name": "Finance Decision Lab",
"university_and_centre": "Macquarie University",
"research_direction": "Macquarie Business School’s Finance Decision Lab is an immersive experience that combines leading financial and business analytics with real market data to demonstrate the impact of financial decisions.",
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"group_name": "MQBS Vernon L. Smith Experimental Economics Laboratory",
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"research_direction": "The MQBS Vernon L. Smith Experimental Economics Laboratory is the home of cutting-edge experimental research and teaching in social science. The Lab was formally opened by Nobel Laureate and the world’s leading thinker in experimental economics Professor Vernon L Smith in July 2015.",
"contact_email": "maros.servatka@mq.edu.au",
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"group_name": "Centre for Applied Finance Research",
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"group_name": "Centre for Corporate Sustainability & Environmental Finance",
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"group_name": "Acquired communication disorders",
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"research_direction": "Speech, language and communication are supported by complex motor and cognitive systems. These systems can be impaired during adulthood, resulting in acquired communication disorders.",
"contact_email": "scott.barnes@mq.edu.au",
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"url": "https://www.mq.edu.au/faculty-of-medicine-health-and-human-sciences/departments-and-schools/department-of-linguistics/our-research/acquired-communication-disorders",
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"group_name": "Applied linguistics",
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"research_direction": "Applied linguistics is a diverse field that involves developing effective approaches to learning languages, studying how language works in professional and social settings, and addressing the social impact of linguistic diversity.",
"contact_email": "peter.roger@mq.edu.au",
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"group_name": "Audiology and hearing",
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"research_direction": "At Macquarie University we are pioneering the next breakthroughs in hearing research, intervention and technology.",
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"group_name": "Australian languages",
"university_and_centre": "Macquarie University",
"research_direction": "The ‘Australian’ phylum comprises more than 360 Aboriginal languages, from 28 language families or isolates, as well as the Western Torres Strait language.",
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"url": "https://www.mq.edu.au/faculty-of-medicine-health-and-human-sciences/departments-and-schools/department-of-linguistics/our-research/australian-languages",
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"group_name": "Child language acquisition",
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"research_direction": "We investigate aspects of children’s language knowledge and processing abilities, and the implications of language input from parents and carers.",
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"group_name": "Child Language Lab",
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"group_name": "Conversation analysis",
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"research_direction": "Over the last 50 years, conversation analysts have generated new knowledge on the ways that people use language, gesture and gaze to regulate their interactions.",
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"url": "https://www.mq.edu.au/faculty-of-medicine-health-and-human-sciences/departments-and-schools/department-of-linguistics/our-research/conversion-analysis",
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"_note": "目录 slug 拼写为 conversion-analysis",
"_unit": "FMHHS/Linguistics"
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"group_name": "Corpus linguistics",
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"research_direction": "Corpus methodology – the investigation of collections of text to explore patterns of language usage – is one that is commonly employed in linguistics, and unites a wide range of subdisciplines.",
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"url": "https://www.mq.edu.au/faculty-of-medicine-health-and-human-sciences/departments-and-schools/department-of-linguistics/our-research/corpus-linguistics",
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"group_name": "Developmental speech and language disorders",
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"research_direction": "Speech and language disorders are common in childhood and are often associated with long-term consequences into adulthood.",
"contact_email": null,
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"url": "https://www.mq.edu.au/faculty-of-medicine-health-and-human-sciences/departments-and-schools/department-of-linguistics/our-research/developmental-speech-and-language-disorders",
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"group_name": "Language variation and change",
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"research_direction": "Languages are both remarkably stable, and prone to variability at all levels. This variability is impacted by a combination of internal (cognitive) and external (social) factors.",
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"url": "https://www.mq.edu.au/faculty-of-medicine-health-and-human-sciences/departments-and-schools/department-of-linguistics/our-research/language-variation-and-change",
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"group_name": "Phonetics and phonology",
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"url": "https://www.mq.edu.au/faculty-of-medicine-health-and-human-sciences/departments-and-schools/department-of-linguistics/our-research/phonetics-and-phonology",
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"group_name": "Translation and interpreting",
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"research_direction": "We research the linguistic and discourse features of translated and interpreted language, and the complex ways that translation and interpreting function in different sociocultural contexts.",
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"url": "https://www.mq.edu.au/faculty-of-medicine-health-and-human-sciences/departments-and-schools/department-of-linguistics/our-research/translation-and-interpreting",
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"group_name": "Cancer and cell biology",
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"research_direction": "Cancer and cell biology research at Macquarie University is a multidisciplinary program that brings together talented research scientists and clinicians. Our research teams collaborate across cutting-edge research, clinical trials, and personalised medicine, ensuring that research discoveries are translated into better treatments and support for cancer patients.",
"contact_email": null,
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"url": "https://www.mq.edu.au/faculty-of-medicine-health-and-human-sciences/departments-and-schools/macquarie-medical-school/our-research/cancer-and-cell-biology",
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"group_name": "Clinical medicine",
"university_and_centre": "Macquarie University",
"research_direction": "We are advancing health through the pursuit of excellence in clinical research. Our research is dedicated to translating discoveries into enhanced healthcare within clinical settings, with a focus on diseases of both national and international importance.",
"contact_email": null,
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"url": "https://www.mq.edu.au/faculty-of-medicine-health-and-human-sciences/departments-and-schools/macquarie-medical-school/our-research/clinical-medicine",
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"group_name": "Neurobiology",
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"research_direction": "Our neurobiology research is dedicated to advancing the understanding and treatment of complex neurological conditions through cutting-edge research and clinical innovation.",
"contact_email": null,
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"url": "https://www.mq.edu.au/faculty-of-medicine-health-and-human-sciences/departments-and-schools/macquarie-medical-school/our-research/neurobiology",
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"group_name": "Pharmacology and pharmaceutical sciences",
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"research_direction": "Our research identifies new drugs and new drug targets, and explores innovative ways of testing and delivering them. RespiTech's Pharmacology and Pharmacology Science – Drug Delivery group studies all aspects of respiratory pharmacology, with a focus on developing:",
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"url": "https://www.mq.edu.au/faculty-of-medicine-health-and-human-sciences/departments-and-schools/macquarie-medical-school/our-research/pharmacology-and-pharmaceutical-sciences",
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"group_name": "Systems physiology",
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"research_direction": "We're unlocking the body’s vital systems to address disease challenges. We are a federation of small research teams concerned with the organisation of the bodily systems that maintain life. Dysfunction of these systems leads to common and debilitating conditions such as:",
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"url": "https://www.mq.edu.au/faculty-of-medicine-health-and-human-sciences/departments-and-schools/macquarie-medical-school/our-research/systems-physiology",
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"group_name": "Synaesthesia research",
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"research_direction": "Synaesthesia is a fascinating phenomenon that can link any of the senses, most commonly vision and audition, offering an unusual perspective on perception. In synaesthesia, a stimulus in one sensory modality results in an additional unusual experience. For example, when hearing a sentence, a synaesthete may also see vivid colours accompanying each word. In other cases, the taste of certain foods might evoke specific tactile sensations.",
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"url": "https://www.mq.edu.au/faculty-of-medicine-health-and-human-sciences/departments-and-schools/school-of-psychological-sciences/our-research/synaesthesia-research",
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"group_name": "Parkinson’s disease research",
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"research_direction": "World-leading research into Parkinson’s disease, dementia with Lewy bodies and related neurodegenerative conditions – integrating clinical care, disease-modifying trials, biomarkers, neurobiology and discovery science.",
"contact_email": null,
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"url": "https://www.mq.edu.au/faculty-of-medicine-health-and-human-sciences/our-research/parkinsons-disease-research",
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"group_name": "ACRF Centre for Advanced Cancer Modelling",
"university_and_centre": "Macquarie University",
"research_direction": "Providing a world-class functional precision oncology platform to support patient care and accelerate the discovery of novel interventions. This Australian Cancer Research Foundation (ACRF) centre will bring together research, clinical and bioengineering expertise to advance the development of cancer models that reflect tumour biology beyond genomics.",
"contact_email": null,
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"group_name": "Applied chemical ecology",
"university_and_centre": "Macquarie University",
"research_direction": "Our applied chemistry team develops new and improved products for sustainable pest management, with a focus on novel lures and repellents. We provide a service for the analysis of product efficacy and longevity, and investigates chemical-mediated aspects of behaviour and physiology, particularly pheromones, phytochemicals and toxicants.",
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"group_name": "Applied molecular genetics",
"university_and_centre": "Macquarie University",
"research_direction": "Our applied molecular genetics team develops genomic resources for economically, environmentally and medically important animals. Using the state-of-the-art genomic tools we extract molecular differences at the individual, population, species and species complex levels, and exploit these variations for rapid species identification and tracing the origins of pest invasions.",
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"group_name": "Biosecurity and sustainable pest management",
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"research_direction": "Applied BioSciences develops practical and innovative solutions for the management of pest species that threaten livestock, horticultural production, the environment, and human health.",
"contact_email": null,
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"group_name": "Genomic biotechnology and genetic biocontrol",
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"research_direction": "Our researchers are leveraging recent advances in synthetic biology and genetic manipulation capabilities to develop transformative approaches for solving agricultural, environmental, and industrial challenges.",
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{
"group_name": "Intelligent Systems Group",
"university_and_centre": "Macquarie University",
"research_direction": "The Intelligent Systems Group (ISG) was founded in 2000. Research in the ISG is carried out with the conviction that successful modelling of complex, real-world dynamic domains is best approached by a formal systematic methodology. The members of the ISG carry out research across a range of research fields including Knowledge management, Probabilistic Reasoning and Trusted Computing.",
"contact_email": "peter.busch@mq.edu.au",
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"url": "https://www.mq.edu.au/faculty-of-science-and-engineering/departments-and-schools/school-of-computing/our-research/intelligent-systems-group",
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"group_name": "Machine Learning and Natural Language Processing",
"university_and_centre": "Macquarie University",
"research_direction": "The Machine Learning and Natural Language Processing (ML-NLP) group studies systems that learn from data (machine learning), with a key focus of several members being systems that understand, produce and learn natural languages from a computational perspective (Natural Language Processing, which often uses machine learning techniques in tackling tasks such as machine translation or summarisation). We also work on systems built around machine learning in a range of other application areas as well, such as vision, games and virtual agents.",
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"url": "https://www.mq.edu.au/faculty-of-science-and-engineering/departments-and-schools/school-of-computing/our-research/machine-learning-and-natural-language-processing",
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"group_name": "Programming Languages and Verification",
"university_and_centre": "Macquarie University",
"research_direction": "The Programming Languages and Verification Group (PLV) conducts research in all aspects of modern programming languages and systems. We focus on research that builds on theoretical foundations to construct real world software systems. These interests encompass: programming language theory, design and implementation; tools and environments for programming languages; and program specification and verification.",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-science-and-engineering/departments-and-schools/school-of-computing/our-research/programming-languages-and-verification",
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"group_name": "Security, Communications, and Networks Group",
"university_and_centre": "Macquarie University",
"research_direction": null,
"contact_email": "rajan.shankaran@mq.edu.au",
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-science-and-engineering/departments-and-schools/school-of-computing/our-research/security,-communications,-and-networks-group",
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"_note": "",
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{
"group_name": "Smart System and Data Engineering Group",
"university_and_centre": "Macquarie University",
"research_direction": "Trust Management, Service-orientated Computing, Social Networks, Cloud Computing, Recommender Systems Security, Cyber Security (17 ARC projects, Lead CIs in 13 projects: 1 FT, 2 DECRAs, 10 DPs, 3 LPs, 1 LIEF)",
"contact_email": "yan.wang@mq.edu.au",
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-science-and-engineering/departments-and-schools/school-of-computing/our-research/smart-system-and-data-engineering-group",
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"_note": "",
"_unit": "FSE/Computing"
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{
"group_name": "The Information Security and Privacy (ISP) Group",
"university_and_centre": "Macquarie University",
"research_direction": "We are tackling the challenging problem of enabling the use of technology while preserving individual and organisations’ privacy, and guaranteeing information and data safety and security.",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-science-and-engineering/departments-and-schools/school-of-computing/our-research/the-information-security-and-privacy-isp-group",
"_name_source": "页面 H1",
"_note": "",
"_unit": "FSE/Computing"
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"group_name": "Virtual Reality and Interactive Systems",
"university_and_centre": "Macquarie University",
"research_direction": "Game Design and Production, Human-Computer Interaction, Player and User Experience, Natural User Interfaces, Applied Gaming, Interaction Design for Children, Intuitive Interaction",
"contact_email": "peter.busch@mq.edu.au",
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-science-and-engineering/departments-and-schools/school-of-computing/our-research/virtual-reality-and-interactive-systems",
"_name_source": "页面 H1",
"_note": "",
"_unit": "FSE/Computing"
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{
"group_name": "Serious Games Research Network",
"university_and_centre": "Macquarie University",
"research_direction": "The Macquarie University Serious Games Research Network is an interdisciplinary collaboration of researchers from multiple backgrounds and disciplines with a common interest in understanding and applying the principles of game design to address issues in advocacy, education and health.",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-science-and-engineering/departments-and-schools/school-of-computing/our-research/serious-games-research-network",
"_name_source": "页面 H1",
"_note": "",
"_unit": "FSE/Computing"
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{
"group_name": "Advanced analogue integrated circuit design",
"university_and_centre": "Macquarie University",
"research_direction": "Our team pushes the horizons of industry-driven wireless electronics for applications including satellite systems, test instruments, phased array, high-capacity microwave radio applications, 5G/6G radio access and backhaul.",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-science-and-engineering/departments-and-schools/school-of-engineering/our-research/advanced-analogue-integrated-circuit-design",
"_name_source": "页面 H1",
"_note": "",
"_unit": "FSE/Engineering"
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{
"group_name": "MQ Photonics",
"university_and_centre": "Macquarie University",
"research_direction": "The MQ Photonics research group is focused on delivering excellent strategic, basic and applied research using light. Light is a fundamentally powerful tool which can be used to overcome technical barriers. Building on our research excellence in lasers and photonics, our group aims to address key challenges in:",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-science-and-engineering/departments-and-schools/school-of-mathematical-and-physical-sciences/our-research/mq-photonics",
"_name_source": "页面 H1",
"_note": "",
"_unit": "FSE/MPS"
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{
"group_name": "Freshwater Ecology and Ecotoxicology Lab",
"university_and_centre": "Macquarie University",
"research_direction": "The Freshwater Ecology and Ecotoxicology Lab at Macquarie University leads research on groundwater and freshwater ecosystems, focusing on the impacts of pollution and environmental change.",
"contact_email": "grant.hose@mq.edu.au",
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-science-and-engineering/departments-and-schools/school-of-natural-sciences/our-research/freshwater-ecology-and-ecotoxicology-lab",
"_name_source": "页面 H1",
"_note": "",
"_unit": "FSE/NatSci"
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{
"group_name": "Analytical Glycoimmunology Group",
"university_and_centre": "Macquarie University",
"research_direction": "We conduct fundamental biomedical-focused research exploring the importance of sugary-proteins (glycoproteins) in human health and disease. With a strong focus on unpicking the glycobiology of the innate immune system, particularly neutrophils and macrophages, we aim to advance our molecular and cellular understanding of the role of glycoproteins in immune-related disorders. This includes their involvement in cancer, inflammation and pathogen infection (eg sepsis, tuberculosis, cystic fibrosis).",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-science-and-engineering/our-research/analytical-glycoimmunology-group",
"_name_source": "页面 H1",
"_note": "",
"_unit": "FSE/Faculty"
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{
"group_name": "Molecular and Optical Physics Laboratory",
"university_and_centre": "Macquarie University",
"research_direction": "The Molecular and Optical Physics Laboratory (MOPL) is an integral part of Macquarie University's MQ Photonics Research Centre. From a firm basis of basic research in molecular and optical physics, MOPL’s aim is to develop and implement laser-based instruments for spectroscopic sensing in industry, medicine, agriculture and the environment.",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-science-and-engineering/our-research/molecular-and-optical-physics-laboratory",
"_name_source": "页面 H1",
"_note": "",
"_unit": "FSE/Faculty"
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{
"group_name": "Nanosensors",
"university_and_centre": "Macquarie University",
"research_direction": "Our research focuses on developing plasmonic sensing of disease biomarkers, cancer molecular profiling and personalised nanomedicine. We focus on platform technologies that integrate rationally designed nanomaterials, advanced spectroscopy and sensor systems, with strong emphasis on translational diagnostics (from lab to clinic).",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-science-and-engineering/our-research/nanosensors",
"_name_source": "页面 H1",
"_note": "",
"_unit": "FSE/Faculty"
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{
"group_name": "Biotechnology Hub",
"university_and_centre": "Macquarie University",
"research_direction": "Macquarie University’s Biotechnology Hub offers deep expertise in molecular biology, genomics, bioethics and more, through hands-on training, industry exposure and world-class facilities.",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-science-and-engineering/our-research/biotechnology-hub",
"_name_source": "页面 H1",
"_note": "",
"_unit": "FSE/Faculty"
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{
"group_name": "Silicon Platforms Lab",
"university_and_centre": "Macquarie University",
"research_direction": "The Silicon Platforms Lab (SiP Lab) focuses on the development of advanced hardware platforms using silicon-based technologies. The SiP Lab is a collaboration with our industry partner Atto Devices. We work on technologies for earth and space.",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-science-and-engineering/our-research/silicon-platforms-lab",
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"_note": "",
"_unit": "FSE/Faculty"
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"group_name": "The Lizard Lab",
"university_and_centre": "Macquarie University",
"research_direction": "We are a behavioural ecology lab, with a particular focus on the signalling strategies, flexible minds and social lives of lizards. We are part of the School of Natural Sciences at Macquarie University in Sydney, Australia. Read more about our research, who's who in the lab, field work, and the amazing facilities we have for studying animals under controlled conditions.",
"contact_email": "martin.whiting@mq.edu.au",
"papers_last5y": null,
"url": "http://whitinglab.com/",
"_name_source": "页面 H1",
"_note": "The Lizard Lab",
"_unit": "外站"
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{
"group_name": "Data Science Lab",
"university_and_centre": "Macquarie University",
"research_direction": "International Workshop on AI-enabled Process Automation — seven editions (2020–2026) co-located with ICSOC, with sponsors including Google, Microsoft, AWS, Fujitsu and IBM.",
"contact_email": "ai@mq.edu.au",
"papers_last5y": null,
"url": "https://data-science-group.github.io/",
"_name_source": "title",
"_note": "Data Science Lab",
"_unit": "外站"
},
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"group_name": "Avian Behavioural Ecology Group",
"university_and_centre": "Macquarie University",
"research_direction": null,
"contact_email": null,
"papers_last5y": null,
"url": "https://griffithecology.com/",
"_name_source": "院系 Research groups 目录",
"_note": "Avian Behavioural Ecology Group；本轮页面抓取失败（net::ERR_CONNECTION_CLOSED），字段未验",
"_unit": "外站"
},
{
"group_name": "Behavioural Ecology Lab",
"university_and_centre": "Macquarie University",
"research_direction": "We are a group of behavioural ecologists. We are interested in all sorts of behaviour including foraging, mating, and predator avoidance in various ecological and evolutionary contexts such as mimicry, sexual selection, and aposematism. Our approaches include field and lab observations and experiments, molecular and phylogenetic approaches, modeling and fancy schmancy statistics. Collectively, our lab has worked on: many spiders, praying mantids, damselflies, butterflies & moths, orchids, bugs, birds, and even fish.",
"contact_email": "marie.herberstein@mq.edu.au",
"papers_last5y": null,
"url": "https://sites.google.com/site/behaviouralecologymacquarie/home",
"_name_source": "页面 H1",
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"group_name": "Cognitive Neuroethology",
"university_and_centre": "Macquarie University",
"research_direction": "I am a neuroethologist, which is a discipline of neuroscience studying the neural mechanisms of natural animal behaviour. Most of my research focuses on insects, especially honey bees. Honey bees are especially illuminating for behavioural research. They display social structures, communication systems and cognitive abilities that rival those of many mammals and yet their brain is a tiny fraction of the size. Insect brains may be small but they are not simple. The bee brain has a complex modular structure with nearly a million neurons densely packed into it. We have advanced techniques to visualise, manipulate map and record from the insect brain. For these reasons, neuroethologists have made important contributions to our understanding of fundamental behavioural systems such as vision, olfaction, navigation and learning and memory through studies of insects. My research continues this tradition examining what can be learned about the mechanisms of cognition, social behaviour and even consciousness through studies of the remarkable insect brain. My research is also improving honey bee health and welfare. With my team we are studying how colonies are impacted by pesticide and disease stressors, how we might best intervene to help colonies under stress, and how we might best monitor the health of a bee hive. At Macquarie University I am Director of the Macquarie Minds and Intelligences Initiative which is a cross-faculty research initiative. By contrasting collective, artificial and natural intelligences we seek a deep comprehension of the mind and apply this knowledge to create smarter systems and better ways of working and learning. Pr. Andrew Barron Linkedin, Pr. Andrew Barron Macquarie University Pure Profile, Pr. Andrew Barron Google Scholar, Pr. Andrew Barron Researchgate.",
"contact_email": "andrew.barron@mq.edu.au",
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"group_name": "Neurobiology Lab",
"university_and_centre": "Macquarie University",
"research_direction": "It is widely accepted that the ability to gather accurate information about the surrounding environment is critical for an animal’s survival. However, for most animals (including humans) the type and amount of sensory information required is poorly understood.",
"contact_email": null,
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"group_name": "Nipperess Lab",
"university_and_centre": "Macquarie University",
"research_direction": null,
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"url": "http://davidnipperess.blogspot.com.au/",
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"group_name": "Plant Invasion and Restoration Ecology Lab",
"university_and_centre": "Macquarie University",
"research_direction": "Welcome to the Plant Invasion and Restoration Ecology Lab’s (PIREL) website. PIREL is the research lab of Professor Michelle Leishman. We do fundamental plant ecological research, focusing on the response of plants to climate change, on how exotic plants can become invasive in novel environments, on the development of rehabilitation and restoration strategies for native vegetation, and on urban greening. We use a range of different approaches including field and glasshouse studies, bioclimatic modelling, functional trait comparisons, genetic analyses, and meta-analyses.",
"contact_email": "fmenvielle@agro.uba.ar",
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"group_name": "The Intelligent Systems Group",
"university_and_centre": "Macquarie University",
"research_direction": "The Intelligent Systems Engineering Group researches the testing, verification, safety and security of cyber-physical and autonomous systems, alongside distributed learning, the Internet of Things and software engineering.",
"contact_email": "james.zheng@mq.edu.au",
"papers_last5y": null,
"url": "https://itseg.org/",
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"_note": "The Intelligent Systems Group",
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"group_name": "Analytical Palaeobiology Lab",
"university_and_centre": "Macquarie University",
"research_direction": "I am an Associate Professor in the Department of Biological Sciences at Macquarie University in Sydney, where I oversee the Ecological Register and Fossilworks.",
"contact_email": null,
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"url": "http://bio.mq.edu.au/~jalroy",
"_name_source": "title",
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{
"group_name": "Diamond Laser Group",
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"url": "http://research.science.mq.edu.au/diamond",
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"group_name": "Nanobiophotonics Group",
"university_and_centre": "Macquarie University",
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"url": "http://physics.mq.edu.au/~goldys/core",
"_name_source": "页面 H1",
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"url": "https://plvmq.bitbucket.io/",
"_name_source": "title",
"_note": "PLV group site (Programming Languages & Verification)；方向未验：页面无正文（bitbucket 静态站）",
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]
}
products/macquarie-v2__groups_addendum.json
+740
View File
@@ -0,0 +1,740 @@
{
"_note": "Macquarie 7-项组目录补齐 · 新增组 · 2026-09-24 · 只读采集；不覆盖 macquarie-v2__groups.json 的 75 条",
"count": 45,
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"group_name": "B&HR Access to Justice Lab",
"university_and_centre": "Macquarie University",
"research_direction": "Promoting corporate respect for human rights. The B&HR Access to Justice Lab (A2J Lab) conducts research, develops practical tools, builds capacity of various stakeholders, and assists affected individuals and communities in seeking access to justice for corporate human rights abuses in Australia, Asia and the Pacific.",
"contact_email": null,
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"url": "https://www.mq.edu.au/faculty-of-arts/schools/macquarie-law-school/our-research/corporate-citizenship-and-integrity/b-and-hr-access-to-justice-lab",
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"_parent": "Corporate citizenship and integrity (Macquarie Law School)",
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"_note": "Corporate citizenship and integrity cluster 的内层 Lab；无负责人文字（负责人在 our-people 页，未取）",
"_unit": "Arts/Law"
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{
"group_name": "Financial Integrity Hub",
"university_and_centre": "Macquarie University",
"research_direction": "The Financial Integrity Hub (FIH) delivers actionable, research-backed solutions for financial integrity and resilience: it supports global efforts to disrupt illicit finance by producing research that strengthens anti-money laundering and counter-terrorism financing frameworks, informs compliance with global standards and encourages adaptive, risk-based regulation.",
"contact_email": null,
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"url": "https://www.mq.edu.au/faculty-of-arts/schools/macquarie-law-school/our-research/corporate-citizenship-and-integrity/financial-integrity-hub",
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{
"group_name": "Novel therapies",
"university_and_centre": "Macquarie University | Macquarie University Dementia Research Centre",
"research_direction": "There are very few treatments for neurodegenerative brain conditions, including Alzheimer’s disease, providing very limited symptomatic relief without changing the course of the diseases. Hence, there is an unmet need for new disease-modifying therapeutic approaches.Through deciphering novel disease mechanisms, we have established a portfolio of innovative strategies and novel drug targets for:Alzheimer’s disease (AD)amyotrophic lateral sclerosis (ALS)epilepsyfrontotemporal dementia (FTD)motor neuron disease (MND)stroketraumatic brain injury (TBI).From our programs arose already two biotech spin-out biotech companies, Celosia Therapeutics (2023) and SynaptraBIO (2025), to bring novel treatments for motor neuron disease and Alzheimer’s disease to people living with the diseases.To succeed in our mission, multidisciplinary team of the Macquarie University Dementia Research Centre works closely Australian and international biotech and pharmaceutical industry to accelerate translation.Group leaders: Professor Lars Ittner, Dr Ole Tietz, Dr Janet van EerselSee all team members",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/research/research-centres-institutes-and-initiatives/dementia-research/our-research",
"_name_source": "组目录 accordion 标题",
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"_parent": "Macquarie University Dementia Research Centre",
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"_note": null,
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{
"group_name": "Novel approaches",
"university_and_centre": "Macquarie University | Macquarie University Dementia Research Centre",
"research_direction": "Underpinning capabilities of The Macquarie University Dementia Research Centre is uniquely positions for the rapid translation of discoveries into treatments through its integrated structures of specialised design and synthesis or production of high-quality:efficient adeno-associated virus (AAV) gene therapy vectorsnext-generation therapeutic peptidessmall molecule drug candidatestarget-specific antibodies.Group leader: Dr Ole Tietz, Professor Yazi KeSee all team members",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/research/research-centres-institutes-and-initiatives/dementia-research/our-research",
"_name_source": "组目录 accordion 标题",
"_item": "5",
"_parent": "Macquarie University Dementia Research Centre",
"_leaders": [
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"_note": null,
"_unit": "FMHHS/Dementia"
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{
"group_name": "Novel disease mechanisms",
"university_and_centre": "Macquarie University | Macquarie University Dementia Research Centre",
"research_direction": "To treat dementia, it is vital to first understand the processes that lead to neuronal dysfunction and brain atrophy. This forms the central pillar of the Macquarie University Dementia Research Centre programs.Our team has made fundamental discoveries that shed new light on the causes of dementia, including novel disease mechanisms of the hallmark proteins tau and TDP-43.The current discovery research program strives to identify novel disease mechanisms and reveal new avenues to treat these devastating conditions.To achieve this aim, our different discovery research programs investigate a broad range of molecular processes in normal brain function and disease, including the roles of:aberrant cell signallingcompromised cytoskeleton dynamicscontributions of neuron subtypesmolecular mechanisms of disease spreadingneuronal network dysfunctionRNA regulation.Group leaders: Professor Thomas Fath, Professor Yazi Ke, Professor Lars Ittner, Dr Janet van Eersel, Dr Annika van HummelSee all team members",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/research/research-centres-institutes-and-initiatives/dementia-research/our-research",
"_name_source": "组目录 accordion 标题",
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"_parent": "Macquarie University Dementia Research Centre",
"_leaders": [
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"_note": null,
"_unit": "FMHHS/Dementia"
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{
"group_name": "Novel disease models",
"university_and_centre": "Macquarie University | Macquarie University Dementia Research Centre",
"research_direction": "Reliable and accurate disease models form the basis of understanding complex processes that lead neurodegeneration. Furthermore, these models are a critical step in developing and testing novel disease-modifying treatment. The Macquarie University Dementia Research Centre operated core units to provide:computation models of disease mechanisms (enable high throughput testing of compounds and mechanisms)genetically modified organismsinduced human neurons (enable translatable testing of human disease mechanisms).Together these models build a critical resource to enable complex testing of executive brain functions, translatable testing of human disease mechanisms and comprehensive testing of novel therapeutic approaches.Group leaders: Professor Thomas Fath, Professor Yazi Ke, Dr Janet van EerselSee all team members",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/research/research-centres-institutes-and-initiatives/dementia-research/our-research",
"_name_source": "组目录 accordion 标题",
"_item": "5",
"_parent": "Macquarie University Dementia Research Centre",
"_leaders": [
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"Professor Yazi Ke",
"Dr Janet van Eersel"
],
"_note": null,
"_unit": "FMHHS/Dementia"
},
{
"group_name": "Neuropathology",
"university_and_centre": "Macquarie University | Macquarie University Dementia Research Centre",
"research_direction": "Neuropathology provides the unique opportunity to visualise the changes during neurodegeneration in the human brains. Specifically, how disease-relevant protein abnormalities and the cell types and brain regions are affected that cause neurodegeneration.Investigating the selective regional and cellular vulnerability in these disorders, and associated clinicopathological relationships, is a main research focus.We examine clinically and pathologically well-characterised human brain tissue from sporadic and genetic neurodegenerative disorders – sourced from national and international Brain Banks and Research Institutions – and transgenic models of dementia.Group leader: Dr Shelley Forrest",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/research/research-centres-institutes-and-initiatives/dementia-research/our-research",
"_name_source": "组目录 accordion 标题",
"_item": "5",
"_parent": "Macquarie University Dementia Research Centre",
"_leaders": [
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],
"_note": null,
"_unit": "FMHHS/Dementia"
},
{
"group_name": "Clinical research and trials",
"university_and_centre": "Macquarie University | Macquarie University Dementia Research Centre",
"research_direction": "Clinical translation is a core pillar of the Macquarie University Dementia Research Centre’s research ecosystem. Through our partnership with KaRa MINDS, the centre’s affiliated clinical trials provider, we support the design and delivery of ethically rigorous, participant-centred clinical studies that translate promising discoveries into meaningful diagnostics, prevention strategies and treatments for dementia.KaRa MINDS specialises in the delivery of pharmacological and investigator-initiated clinical trials, connecting research innovation with people seeking opportunities to participate in dementia research. Working closely with volunteers and their families, the experienced clinical research team provides personalised care while collecting high-quality data that advances the development of future therapies.Modern dementia clinical trials incorporate some of the most advanced technologies available, including blood biomarkers and sophisticated brain imaging to:better understand disease processesidentify individuals who may benefit from specific studiesmonitor treatment outcomes.These assessments are provided at no cost to eligible research participants as part of approved clinic",
"contact_email": null,
"papers_last5y": null,
"url": "https://www.mq.edu.au/research/research-centres-institutes-and-initiatives/dementia-research/our-research",
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"group_name": "Dr Michael Proctor 团队",
"university_and_centre": "Macquarie University",
"research_direction": null,
"contact_email": "michael.proctor@mq.edu.au",
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-medicine-health-and-human-sciences/departments-and-schools/department-of-linguistics/our-research/collective-for-language-sciences/our-research",
"_name_source": "rendered_from_leader",
"_item": "7",
"_parent": "Collective for Language Sciences (CLaS, Department of Linguistics)",
"_leaders": [
"Dr Michael Proctor"
],
"_note": "research team 名单（accordion），无方向文字",
"_unit": "FMHHS/Linguistics"
},
{
"group_name": "Dr Xin Wang 团队",
"university_and_centre": "Macquarie University",
"research_direction": null,
"contact_email": "x.wang1@mq.edu.au",
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-medicine-health-and-human-sciences/departments-and-schools/department-of-linguistics/our-research/collective-for-language-sciences/our-research",
"_name_source": "rendered_from_leader",
"_item": "7",
"_parent": "Collective for Language Sciences (CLaS, Department of Linguistics)",
"_leaders": [
"Dr Xin Wang"
],
"_note": "research team 名单（accordion），无方向文字",
"_unit": "FMHHS/Linguistics"
},
{
"group_name": "Dr Iain Giblin 团队",
"university_and_centre": "Macquarie University",
"research_direction": null,
"contact_email": "iain.giblin@mq.edu.au",
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-medicine-health-and-human-sciences/departments-and-schools/department-of-linguistics/our-research/collective-for-language-sciences/our-research",
"_name_source": "rendered_from_leader",
"_item": "7",
"_parent": "Collective for Language Sciences (CLaS, Department of Linguistics)",
"_leaders": [
"Dr Iain Giblin"
],
"_note": "research team 名单（accordion），无方向文字",
"_unit": "FMHHS/Linguistics"
},
{
"group_name": "Professor Mark Johnson 团队",
"university_and_centre": "Macquarie University",
"research_direction": null,
"contact_email": "mark.johnson@mq.edu.au",
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-medicine-health-and-human-sciences/departments-and-schools/department-of-linguistics/our-research/collective-for-language-sciences/our-research",
"_name_source": "rendered_from_leader",
"_item": "7",
"_parent": "Collective for Language Sciences (CLaS, Department of Linguistics)",
"_leaders": [
"Professor Mark Johnson"
],
"_note": "research team 名单（accordion），无方向文字",
"_unit": "FMHHS/Linguistics"
},
{
"group_name": "Professor Linda Cupples 团队",
"university_and_centre": "Macquarie University",
"research_direction": null,
"contact_email": "linda.cupples@mq.edu.au",
"papers_last5y": null,
"url": "https://www.mq.edu.au/faculty-of-medicine-health-and-human-sciences/departments-and-schools/department-of-linguistics/our-research/collective-for-language-sciences/our-research",
"_name_source": "rendered_from_leader",
"_item": "7",
"_parent": "Collective for Language Sciences (CLaS, Department of Linguistics)",
"_leaders": [
"Professor Linda Cupples"
],
"_note": "research team 名单（accordion），无方向文字",
"_unit": "FMHHS/Linguistics"
}
]
}
products/manchester__groups.json
+3504
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products/monash__groups.json
+662
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@@ -0,0 +1,662 @@
[
{
"school": "Faculty of Art, Design and Architecture",
"name": "Transforming Cities Hub",
"url": "https://www.monash.edu/mada/transforming-cities-hub",
"university_and_centre": "Monash University",
"direction": "develops scalable context-responsive solutions to address the pressing challenges of urban inequality, climate change and environmental degradation across cities in the Indo-Pacific",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "no named lead / no members listed; three sub-areas — see 判不准"
},
{
"school": "Faculty of Art, Design and Architecture",
"name": "Design Health Collab",
"url": "https://www.monash.edu/mada/design-health-collab",
"university_and_centre": "Monash University",
"direction": "We design healthcare experiences for accessibility, equity and transformation ... research is organised across four key areas (product design and wearables; service and systems design)",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Art, Design and Architecture",
"name": "Emerging Technologies Research Lab (ETLab)",
"url": "https://www.monash.edu/emerging-tech-research-lab",
"university_and_centre": "Monash University",
"direction": "investigate social, experiential and political futures, pasts and present temporalities",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Art, Design and Architecture",
"name": "Future Building Initiative",
"url": "https://www.monash.edu/mada/future-building-initiative",
"university_and_centre": "Monash University",
"direction": "We are Australia's leading research group for industrialised building ... improves how Australia's buildings are built",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Art, Design and Architecture",
"name": "Mobility Design Lab",
"url": "https://www.monash.edu/mada/mobility-design-lab",
"university_and_centre": "Monash University",
"direction": "how design might improve the physical, environmental and experiential aspects of mobility around urban centres",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "page states 'Led by Associate Professors Selby Coxon and Robbie Napper'"
},
{
"school": "Faculty of Art, Design and Architecture",
"name": "Monash Urban Lab",
"url": "https://www.monash.edu/mada/monash-urban-lab",
"university_and_centre": "Monash University",
"direction": "the ways cities are made, the way they transform over time and how we can reset, repair and reimagine our relationship with the built environment through architecture and urban planning",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Art, Design and Architecture",
"name": "Wominjeka Djeembana",
"url": "https://www.monash.edu/mada/wominjeka-djeembana",
"university_and_centre": "Monash University",
"direction": "Indigenous research lab provides a space of Indigeneity, critical thinking and creative practice at Monash Art, Design and Architecture",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Art, Design and Architecture",
"name": "XYX Lab – Gender + Place",
"url": "https://www.monash.edu/mada/xyx-lab",
"university_and_centre": "Monash University",
"direction": "interdisciplinary team of design researchers exploring gender-sensitive design practices and theory",
"email": "mada.xyxlab@monash.edu",
"email_source_url": "https://www.monash.edu/mada/xyx-lab",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Art, Design and Architecture",
"name": "Monash Art Projects (MAP)",
"url": "https://www.monash.edu/mada/monash-art-projects",
"university_and_centre": "Monash University",
"direction": "a collaborative research lab and studio that curates, supports, designs and delivers significant public artworks and programs",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "NON-GROUP-CANDIDATE",
"note": "page self-describes as a studio delivering public artworks (project delivery unit, no research direction text) — 判不准"
},
{
"school": "Faculty of Arts",
"name": "Australian Centre for Jewish Civilisation",
"url": "https://www.monash.edu/arts/acjc",
"university_and_centre": "Monash University",
"direction": "An interdisciplinary centre that teaches and conducts research into the cultures, literatures, politics and histories of Jewish civilisations",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "teaches AND researches; centre not single-supervisor group — 判不准"
},
{
"school": "Faculty of Arts",
"name": "ARC Centre of Excellence for the Elimination of Violence Against Women (CEVAW)",
"url": "https://cevaw.org/",
"university_and_centre": "Monash University",
"direction": "generate fundamental, interdisciplinary knowledge on the causes, contexts and most effective responses to violence ... drive the elimination of violence against women",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "Director: Jacqui True (named)"
},
{
"school": "Faculty of Arts",
"name": "Climate Change Communication Research Hub (MCCCRH)",
"url": "https://www.monash.edu/mcccrh",
"university_and_centre": "Monash University",
"direction": "A leading international research hub focused on the communication of climate change",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Arts",
"name": "Constructive Institute Asia Pacific Hub (CIAPH)",
"url": "https://www.monash.edu/constructive-institute-asia-pacific-hub",
"university_and_centre": "Monash University",
"direction": "address one of the key social problems of the modern age - tackling misinformation and disinformation in a radically transformed media environment",
"email": "ciaph@monash.edu",
"email_source_url": "https://www.monash.edu/constructive-institute-asia-pacific-hub",
"recent5y_papers": null,
"flag": "",
"note": "CIAPH Director / Deputy Director named on page"
},
{
"school": "Faculty of Arts",
"name": "Monash Bioethics Centre",
"url": "https://www.monash.edu/arts/bioethics",
"university_and_centre": "Monash University",
"direction": "we educate and conduct interdisciplinary research to address legal, ethical, and social challenges in biology, medicine, and healthcare",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Arts",
"name": "Monash Centre for Consciousness and Contemplative Studies (M3CS)",
"url": "https://www.monash.edu/consciousness-contemplative-studies",
"university_and_centre": "Monash University",
"direction": "promotes our common humanity by integrating interdisciplinary consciousness research, community engagement and contemplative education",
"email": "m3cs@monash.edu",
"email_source_url": "https://www.monash.edu/consciousness-contemplative-studies",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Arts",
"name": "Monash Indigenous Studies Centre",
"url": "https://www.monash.edu/arts/monash-indigenous-studies",
"university_and_centre": "Monash University",
"direction": "Offering units that aim to encourage students to understand the past and contemporary experiences of Indigenous Australians ... The research team at the Monash Indigenous Studies Centre",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Arts",
"name": "Monash Gender and Family Violence Prevention Hub",
"url": "https://www.monash.edu/arts/gender-and-family-violence",
"university_and_centre": "Monash University",
"direction": "at the forefront of research and education dedicated to preventing gender-based violence ... evidence-based, interdisciplinary, applied, practical",
"email": "MGFVPHadmin@monash.edu",
"email_source_url": "https://www.monash.edu/arts/gender-and-family-violence",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Arts",
"name": "Monash Global Peace and Security Research Hub (Monash GPS)",
"url": "https://www.monash.edu/arts/global-peace-security/home",
"university_and_centre": "Monash University",
"direction": "Advancing innovative and transformative approaches to global peace and security challenges",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Arts",
"name": "Monash Herb Feith Indonesian Engagement Centre",
"url": "https://www.monash.edu/arts/Herb-Feith-Indonesian-Engagement",
"university_and_centre": "Monash University",
"direction": "A dynamic centre for Monash researchers engaging with Indonesia, providing a platform for developing strong relationships and collaborations for mutual benefit",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "direction text thin on the landing page (it is an engagement platform) — 判不准"
},
{
"school": "Faculty of Arts",
"name": "Monash Media Lab",
"url": "https://www.monash.edu/arts/monash-media-lab/home",
"university_and_centre": "Monash University",
"direction": "",
"email": "",
"email_source_url": " ",
"recent5y_papers": null,
"flag": "REJECT",
"note": "page原文: 'Purpose-built television and radio studios available for commercial use, incorporating quality recording equipment to give your production professional polish' —— 服务设施（录音棚），非研究团队"
},
{
"school": "Faculty of Law",
"name": "Warren Centre for Civil Justice",
"url": "https://www.monash.edu/law/research/centres/warrencentre/home",
"university_and_centre": "Monash University",
"direction": "Shaping better civil justice access and outcomes through high-quality and impactful research",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Law",
"name": "Castan Centre for Human Rights Law",
"url": "https://www.monash.edu/law/research/centres/castancentre/home",
"university_and_centre": "Monash University",
"direction": "The Castan Centre is a renowned academic centre contributing to a world where human rights are respected and protected",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Law",
"name": "Centre for Commercial Law and Regulatory Studies (CLARS)",
"url": "https://www.monash.edu/law/research/excellence/clars/home",
"university_and_centre": "Monash University",
"direction": "facilitates innovative research in commercial law, corporate governance and regulation",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Law",
"name": "Commercial Disputes Group",
"url": "https://www.monash.edu/law/research/centres-and-groups/commercial-disputes-group",
"university_and_centre": "Monash University",
"direction": "Expertise in all aspects of commercial dispute resolution ... group of leading judicial and academic minds in the commercial law space",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "Co-Convenors named: Adjunct Prof Clyde Croft; Prof Marilyn Warren; Dr Drossos Stamboulakis"
},
{
"school": "Faculty of Law",
"name": "Digital Law Group",
"url": "https://www.monash.edu/law/research/centres-and-groups/digital-law-group",
"university_and_centre": "Monash University",
"direction": "broad-ranging group focused on the creation and promotion of research relating to all aspects of legal technology and the laws associated with technology",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Law",
"name": "Feminist Legal Studies Group",
"url": "https://www.monash.edu/law/research/centres-and-groups/feminist-legal-studies-group",
"university_and_centre": "Monash University",
"direction": "To make a difference to the lives of women through understanding the subordination of women and contributing to law and policy reform",
"email": "becky.batagol@monash.edu",
"email_source_url": "https://www.monash.edu/law/research/centres-and-groups/feminist-legal-studies-group",
"recent5y_papers": null,
"flag": "",
"note": "Group Co-Conveners named: Dr Becky Batagol; Dr Janice Richardson"
},
{
"school": "Faculty of Law",
"name": "Monash Health Law (Law, Health and Wellbeing)",
"url": "https://www.monash.edu/law/research/centres-and-groups/law-health-wellbeing",
"university_and_centre": "Monash University",
"direction": "socio-legal studies in health ... scholars have a diverse range of research interests and expertise within the broad field",
"email": "Law-ADRES@monash.edu",
"email_source_url": "https://www.monash.edu/law/research/centres-and-groups/law-health-wellbeing",
"recent5y_papers": null,
"flag": "",
"note": "email is the faculty admin address (Law-ADRES) — not a group address; see 反例/异常"
},
{
"school": "Faculty of Law",
"name": "Transnational Criminal Law Group",
"url": "https://www.monash.edu/law/research/centres-and-groups/transnational-criminal-law-group",
"university_and_centre": "Monash University",
"direction": "Facilitating innovative research on transnational crime, criminal law and enforcement, to shape criminal law, practice and policy development",
"email": "liz.campbell@monash.edu",
"email_source_url": "https://www.monash.edu/law/research/centres-and-groups/transnational-criminal-law-group",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Law",
"name": "Eleos Justice",
"url": "https://www.monash.edu/law/research/eleos/home",
"university_and_centre": "Monash University",
"direction": "Our mission is to restrict and abolish the death penalty in the Asian region",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "page self-describes as 'initiative' and 'a collaboration between Capital Punishment Justice Project, an NGO ... and the Faculty of Law' — 判不准"
},
{
"school": "Monash Business School",
"name": "Monash Centre for Financial Studies (MCFS)",
"url": "https://www.monash.edu/business/mcfs",
"university_and_centre": "Monash University",
"direction": "Showcasing our dedication to financial research and education excellence (annual report); global carbon pricing monitoring system",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Monash Business School",
"name": "Australian Consumer and Retail Studies (ACRS)",
"url": "https://www.monash.edu/business/acrs",
"university_and_centre": "Monash University",
"direction": "Expert research delivering real-world solutions ... consumer insights / retail trend research",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Monash Business School",
"name": "Organisational behaviour research interest group",
"url": "https://www.monash.edu/business/management/our-research/organisational-behaviour",
"university_and_centre": "Monash University",
"direction": "elevates the knowledge and practice of how individuals and teams operate within organisations",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Monash Business School",
"name": "Circular Economy and Sustainability research interest group",
"url": "https://www.monash.edu/business/management/our-research/circular-economy-and-sustainability",
"university_and_centre": "Monash University",
"direction": "the first local management/business academic group focusing on circular economy and sustainability issues",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Monash Business School",
"name": "International Consortium for Values-based Governance (ICVG)",
"url": "https://www.monash.edu/business/accounting/our-research/icvg",
"university_and_centre": "Monash University",
"direction": "advocates values-based governance as a necessary substitute to the 'one-size-fits-all' approach that has dominated governance research, practice and policy to date",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Monash Business School",
"name": "Behavioural, Experimental and Theory group (BET)",
"url": "https://www.monash.edu/business/economics/research/research-groups",
"university_and_centre": "Monash University",
"direction": "All researchers at the Department of Economics are members of one of the following research groups",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "only listed on an index page (name + no own page, no direction text, no lead) — 判不准"
},
{
"school": "Monash Business School",
"name": "Asia-Pacific Regulation Research Group",
"url": "https://www.monash.edu/business/blt/our-research/research-groups",
"university_and_centre": "Monash University",
"direction": "Research into international organisations and business regulation in the Asia-Pacific",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "listed on index only (Department of Business Law and Taxation research groups) — 判不准"
},
{
"school": "Faculty of Engineering",
"name": "Water in a Changing Environment",
"url": "https://www.monash.edu/engineering/departments/civil/research/research-themes/water-in-a-changing-environment",
"university_and_centre": "Monash University",
"direction": "sustainable water management in a changing climate, focusing on scarcity, quality, and ecosystem impacts",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "Theme leads named: Prof Valentijn Pauwels, Dr Anna Lintern, Dr Brandon Winfrey, A/Prof Tim Peterson"
},
{
"school": "Faculty of Engineering",
"name": "Smart, Safe and Sustainable Transport",
"url": "https://www.monash.edu/engineering/departments/civil/research/research-themes/smart,-safe-and-sustainable-transport",
"university_and_centre": "Monash University",
"direction": "integrates traffic engineering, AI, vehicle connectivity, and emerging technologies for efficient mobility",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "Theme leads named: A/Prof Alexa Delbosc, Prof Dong Ngoduy"
},
{
"school": "Faculty of Engineering",
"name": "Robotics and Artificial Intelligence (ECSE)",
"url": "https://www.monash.edu/engineering/departments/ecse/research/research-themes/robotics-and-artificial-intelligence",
"university_and_centre": "Monash University",
"direction": "Computer Vision and Image Processing ... Control and Trajectory Planning ... Algorithms and Optimisation",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Engineering",
"name": "Biotechnology (Chemical and Biological Engineering)",
"url": "https://www.monash.edu/engineering/departments/chemical/research/research-themes/biotechnology",
"university_and_centre": "Monash University",
"direction": "bioprocessing and biocatalysis, drug delivery, food engineering, protein and cell engineering ... tissue engineering",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "page gives 'Contact: Associate Professor Warren Batchelor' (name only, no email on page)"
},
{
"school": "Faculty of Engineering",
"name": "Nanomaterials",
"url": "https://www.monash.edu/engineering/departments/chemical/research/research-themes/nanomaterials",
"university_and_centre": "Monash University",
"direction": "employ nanomaterials for a wide range of applications ... synthesise, characterise, and control the nanoscale structure of materials",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Engineering",
"name": "Metals and Alloys",
"url": "https://www.monash.edu/engineering/departments/materials/research/research-themes/metals-and-alloys",
"university_and_centre": "Monash University",
"direction": "large research program on metals and alloys, ranging from light alloys, brass to advanced steels ... thermomechanical processing, microstructural characterisation",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Engineering",
"name": "Robotics (Mechanical and Aerospace Engineering)",
"url": "https://www.monash.edu/engineering/departments/mechanical/research/research-themes/robotics",
"university_and_centre": "Monash University",
"direction": "advances robotic capabilities, automation, and intelligent sensing, targeting robotic-assisted surgery, cell manipulation, unmanned vehicles, service robotics",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "Faculty of Engineering",
"name": "Monash Vision Group (Bionic Eye)",
"url": "https://www.monash.edu/bioniceye",
"university_and_centre": "Monash University",
"direction": "develop a clinically viable cortical vision prosthesis - known as the Gennaris bionic vision system",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "collaborative partnership Monash + Alfred Health — 判不准"
},
{
"school": "Faculty of Science",
"name": "School of Biological Sciences (research areas page only)",
"url": "https://www.monash.edu/science/schools/biological-sciences",
"university_and_centre": "Monash University",
"direction": "",
"email": "",
"email_source_url": " ",
"recent5y_papers": null,
"flag": "UNVERIFIED",
"note": "school landing page lists no group-level entities with their own pages in the fetched DOM; individual group pages not enumerated — see 异常/未验"
},
{
"school": "Faculty of Science",
"name": "School of Chemistry (research areas page only)",
"url": "https://www.monash.edu/science/schools/chemistry",
"university_and_centre": "Monash University",
"direction": "",
"email": "",
"email_source_url": " ",
"recent5y_papers": null,
"flag": "UNVERIFIED",
"note": "同上：仅 school 页；chem-enquiries@monash.edu 是学院总邮箱，按用户规则不接受"
},
{
"school": "Faculty of Science",
"name": "School of Earth, Atmosphere and Environment (research areas page only)",
"url": "https://www.monash.edu/science/schools/earth-atmosphere-environment",
"university_and_centre": "Monash University",
"direction": "",
"email": "",
"email_source_url": " ",
"recent5y_papers": null,
"flag": "UNVERIFIED",
"note": "同上"
},
{
"school": "Faculty of Science",
"name": "School of Physics & Astronomy (research areas page only)",
"url": "https://www.monash.edu/science/schools/physics-astronomy",
"university_and_centre": "Monash University",
"direction": "",
"email": "",
"email_source_url": " ",
"recent5y_papers": null,
"flag": "UNVERIFIED",
"note": "同上"
},
{
"school": "Faculty of Science",
"name": "School of Mathematics",
"url": "https://www.monash.edu/science/schools/mathematics",
"university_and_centre": "Monash University",
"direction": "",
"email": "",
"email_source_url": " ",
"recent5y_papers": null,
"flag": "UNVERIFIED",
"note": "URL 404（/science/schools/mathematics 不存在）"
},
{
"school": "Faculty of Education",
"name": "Education research groups (index only)",
"url": "https://www.monash.edu/education/research",
"university_and_centre": "Monash University",
"direction": "Our research groups — Collaborations between academics with similar research interests",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "UNVERIFIED",
"note": "索引页列出 Impact Labs（Education Workforce for the Future / Q Lab / Science Education in the Anthropocene / Trauma-Informed Education / CompassionEd / HEAL）与 HEDI、CYPEP，但未逐页核负责人与方向"
},
{
"school": "Faculty of Information Technology",
"name": "Centres, Labs and Institutes (index only)",
"url": "https://www.monash.edu/it/research/centres-labs-and-institutes",
"university_and_centre": "Monash University",
"direction": "Centres: AiLECS / CoLAM / Monash Assistive Technology and Society; Labs: Action Lab, AIM for Health, Imaging Analytics, Collective Behaviour, ETLab, HumanAISE, Information Empowered Communities, Foundations of Computing, SensiLab, Temporal Analytics, Urban Computing, Woodside Futurelab",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "UNVERIFIED",
"note": "索引页正文列 15 个中心/实验室，但该页 DOM 内卡片无 href（未取到各自页面 URL）—— 未逐条核"
},
{
"school": "Faculty of Pharmacy and Pharmaceutical Sciences",
"name": "Monash Institute of Pharmaceutical Sciences (MIPS)",
"url": "https://www.monash.edu/mips",
"university_and_centre": "Monash University",
"direction": "MIPS is a dynamic, innovative and ambitious research institute, comprising over 400 scientists engaged in research in drug discovery, design, delivery and use",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "REJECT",
"note": "自述 'comprising over 400 scientists' —— 大一级（研究所规模），不收"
},
{
"school": "Faculty of Medicine, Nursing and Health Sciences",
"name": "Monash Biomedicine Discovery Institute (BDI)",
"url": "https://www.monash.edu/discovery-institute",
"university_and_centre": "Monash University",
"direction": "Our Institute brings scientists together health and disease-focussed Discovery Programs",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "REJECT",
"note": "研究所（BDI，下设 5 个 department）—— 大一级"
},
{
"school": "Faculty of Medicine, Nursing and Health Sciences",
"name": "Monash University Accident Research Centre (MUARC)",
"url": "https://www.monash.edu/muarc",
"university_and_centre": "Monash University",
"direction": "We're one of the world's leading injury prevention research centres",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "BORDERLINE",
"note": "中心粒度、多团队 —— 判不准"
},
{
"school": "Monash University Malaysia",
"name": "School of Arts and Social Sciences (SASS) research",
"url": "https://www.monash.edu.my/sass/research",
"university_and_centre": "Monash University Malaysia",
"direction": "",
"email": "",
"email_source_url": " ",
"recent5y_papers": null,
"flag": "UNVERIFIED",
"note": "马来西亚校区 SASS research 入口页未在本轮逐页核（时间盒）"
}
]
products/mq-edu-au__groups.json
+1204
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File diff suppressed because it is too large Load Diff
products/qub__groups.json
+487
View File
@@ -0,0 +1,487 @@
[
{
"school": "Queen's University Belfast",
"name": "CENTRE FOR INTELLIGENT SUSTAINABLE COMPUTING",
"url": "https://www.qub.ac.uk/research-centres/cisc/",
"person_links": 0,
"leader_hint": "Prof Iain Styles Director",
"emails": [
"cisc-eeecs@qub.ac.uk"
],
"direction_paras": [
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],
"flag": "",
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},
{
"school": "Queen's University Belfast",
"name": "CENTRE FOR PUBLIC HEALTH",
"url": "https://www.qub.ac.uk/research-centres/CentreforPublicHealth/",
"person_links": 4,
"leader_hint": null,
"emails": [
"cph@qub.ac.uk"
],
"direction_paras": [
"The Centre for Public (CPH) Health is based within three buildings on Royal Victoria Hospital Site and is one of three research Centres in the School of Medicine Dentistry and Biomedical Sciences."
],
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},
{
"school": "Queen's University Belfast",
"name": "Energy, Power, Intelligent Systems and Control",
"url": "https://www.qub.ac.uk/research-centres/EPIC/",
"person_links": 34,
"leader_hint": "Professor Haifeng Wang",
"emails": [
"dr-epic@qub.ac.uk"
],
"direction_paras": [
"Welcome to the Energy, Power and Intelligent Control (EPIC) research cluster at Queen's University Belfast, Northern Ireland. We are located on the 7th and 8th floors of the Ashby Building, Stranmillis Road, Belfast. Research within EPIC is focused on problems related to distributed sources of energy and their integration into power networks, control and intelligent systems."
],
"flag": "",
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},
{
"school": "Queen's University Belfast",
"name": "Human Rights Centre",
"url": "https://www.qub.ac.uk/research-centres/human-rights-centre/",
"person_links": 0,
"leader_hint": null,
"emails": [
"c.harvey@qub.ac.uk"
],
"direction_paras": [
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],
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},
{
"school": "Queen's University Belfast",
"name": "Polymer Processing Research Centre",
"url": "https://www.qub.ac.uk/research-centres/PolymerProcessingResearchCentre/",
"person_links": 0,
"leader_hint": "Professor Raymond Murphy",
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"pprc@qub.ac.uk"
],
"direction_paras": [
"Research in various aspects of polymers, including their processing, has been carried out at Queen’s University Belfast for over 25 years during this time substantial investment has been made in establishing and maintaining state of the art processing and analytical facilities."
],
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"email_source": "group page",
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},
{
"school": "Queen's University Belfast",
"name": "Animal Behaviour Centre",
"url": "https://www.qub.ac.uk/research-centres/animal-behaviour-centre/",
"person_links": 0,
"leader_hint": "Dr Deborah Wells",
"emails": [],
"direction_paras": [
"The Animal Behaviour Centre was established within the School of Psychology in October 1999. The Centre, directed by Dr Deborah Wells, leads exciting and novel research programmes on both fundamental and applied aspects of domestic and zoo animal welfare."
],
"flag": "",
"university_and_centre": "Queen's University Belfast",
"email_source": "none",
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"name_source": "h2/title（该页 h1 是站点模板）"
},
{
"school": "Queen's University Belfast",
"name": "Centre for Child, Youth and Family Welfare",
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"person_links": 3,
"leader_hint": "Professor Mandi Mac",
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"m.macdonald@qub.ac.uk"
],
"direction_paras": [
"We are an interdisciplinary Centre committed to developing new insights into the lives of children, young people, and families, and to promoting improved welfare outcomes and enhanced wellbeing. Our members are primarily drawn from the disciplines of social work, psychology, law, education, and health and are closely connected with several international Research Centres focused"
],
"flag": "",
"university_and_centre": "Queen's University Belfast",
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{
"school": "Queen's University Belfast",
"name": "Centre for Documentary Research",
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"person_links": 9,
"leader_hint": "Dr Des O' Rawe",
"emails": [
"documentaryresearch@qub.ac.uk"
],
"direction_paras": [
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],
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},
{
"school": "Queen's University Belfast",
"name": "Centre for Inclusion, Transformation and Equality (CITE)",
"url": "https://www.qub.ac.uk/research-centres/centre-for-inclusion-transformation-and-equality/",
"person_links": 3,
"leader_hint": null,
"emails": [
"cite@qub.ac.uk"
],
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],
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{
"school": "Queen's University Belfast",
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{
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"person_links": 3,
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],
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{
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"person_links": 3,
"leader_hint": null,
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{
"school": "Queen's University Belfast",
"name": "TRANSLATION",
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],
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},
{
"school": "Queen's University Belfast",
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],
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},
{
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],
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{
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"leader_hint": null,
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],
"flag": "",
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},
{
"school": "Queen's University Belfast",
"name": "EVENTS and SEMINARS",
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"person_links": 13,
"leader_hint": null,
"emails": [],
"direction_paras": [
"The Centre for the Americas is an interdisciplinary hub of research innovation bringing together scholars working in the fields of US, Canadian, Caribbean and Latin American studies from backgrounds in literature, languages and translation, history, film and television studies, politics, philosophy and international relations."
],
"flag": "",
"university_and_centre": "Queen's University Belfast",
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},
{
"school": "Queen's University Belfast",
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"leader_hint": null,
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],
"flag": "",
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},
{
"school": "Queen's University Belfast",
"name": "QUEEN'S UNIVERSITY BELFAST",
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"person_links": 0,
"leader_hint": null,
"emails": [],
"direction_paras": [
"This research group aims to develop new knowledge and methodologies to enable CAD and CAE tools to be used more effectively in the industrial design process. This includes: Mesh Generation, \"Defining Simulation Intent\", CAD parameterisation in design, Reduced order modelling. The long term goal is the creation of innovative designs for complex products, created using an automat"
],
"flag": "",
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},
{
"school": "Queen's University Belfast",
"name": "Geographic Information Science",
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"person_links": 2,
"leader_hint": "Prof Jennifer Mc",
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"The Centre for GIS and Geomatics is an interdisciplinary research and teaching centre for Geographical Information Science and spatial data analysis, based in the School of the Natural and Built Environment at Queen's University Belfast."
],
"flag": "",
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},
{
"school": "Queen's University Belfast",
"name": "Communicating Truth Project",
"url": "https://www.qub.ac.uk/research-centres/kidsincontext/",
"person_links": 0,
"leader_hint": null,
"emails": [],
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"Kids in Context is a research group in the School of Psychology at Queen’s University, Belfast focusing on children’s social and cognitive development, or how young people think and learn."
],
"flag": "",
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"name_source": "h2/title（该页 h1 是站点模板）"
},
{
"school": "Queen's University Belfast",
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"leader_hint": null,
"emails": [],
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"The Centre for Quantum Materials and Technologies (CQMT) at QUB is a recently formed Research Centre in the School of Mathematics and Physics."
],
"flag": "",
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"name_source": "h2/title（该页 h1 是站点模板）"
},
{
"school": "Queen's University Belfast",
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"leader_hint": null,
"emails": [],
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"The MSRC is part of the School of Mathematics and Physics Queen’s University Belfast."
],
"flag": "",
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"name_source": "h2/title（该页 h1 是站点模板）"
},
{
"school": "Queen's University Belfast",
"name": "Centre for International Borders Research",
"url": "https://www.qub.ac.uk/research-centres/bordersresearch/",
"person_links": 0,
"leader_hint": "Dr Garrett Carr",
"emails": [],
"direction_paras": [
"The Centre for International Borders Research (CIBR) is an interdisciplinary centre for the empirical, comparative and theoretical study of international borders and border regions based at Queen’s University Belfast. Founded in 1999, after the momentous Good Friday (Belfast) Agreement changed cross-border relations on the island of Ireland, CIBR has brought together scholars a"
],
"flag": "",
"university_and_centre": "Queen's University Belfast",
"email_source": "none",
"papers_last5y": null,
"name_source": "h2/title（该页 h1 是站点模板）"
},
{
"school": "Queen's University Belfast",
"name": "Centre for Language Education Research",
"url": "https://www.qub.ac.uk/research-centres/CentreforLanguageEducationResearch/",
"person_links": 3,
"leader_hint": null,
"emails": [
"cler@qub.ac.uk"
],
"direction_paras": [
"The Centre for Language Education Research (CLER) brings together applied linguists, educationalists, and social scientists to explore how language shapes learning, identity, and social justice in multilingual and multimodal societies."
],
"flag": "",
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"email_source": "group page",
"papers_last5y": null,
"name_source": "h2/title（该页 h1 是站点模板）"
},
{
"school": "Queen's University Belfast",
"name": "Welcome to Centre for Creative Ethnography",
"url": "https://www.qub.ac.uk/research-centres/CentreforCreativeEthnography/",
"person_links": 8,
"leader_hint": null,
"emails": [
"CFCE@qub.ac.uk"
],
"direction_paras": [
"work with academics within and outside QUB to develop these fields through joint workshops, conferences, and research applications"
],
"flag": "",
"university_and_centre": "Queen's University Belfast",
"email_source": "group page",
"papers_last5y": null
},
{
"school": "Queen's University Belfast",
"name": "Welcome to Centre for Evidence Based Youth Services",
"url": "https://www.qub.ac.uk/research-centres/cebys/",
"person_links": 13,
"leader_hint": null,
"emails": [
"CEBYS@qub.ac.uk"
],
"direction_paras": [
"Commencing in January 2026, the Centre for Evidence-Based Youth Services is an innovative hub for interdisciplinary and international research, training, and practice development, based at the School of Social Sciences, Education and Social Work (SSESW), Queen’s University Belfast, with a focus on children and young people in youth services. In partnership with the Education Au"
],
"flag": "",
"university_and_centre": "Queen's University Belfast",
"email_source": "group page",
"papers_last5y": null
},
{
"school": "Queen's University Belfast",
"name": "Welcome to Global Intellectual Property and Technology Centre (G-IPTech)",
"url": "https://www.qub.ac.uk/research-centres/giptech/",
"person_links": 0,
"leader_hint": "Professor Giancarlo Frosio",
"emails": [
"giptech@qub.ac.uk"
],
"direction_paras": [
"We are excited to welcome you to the Global Intellectual Property and Technology (G-IPTech) Centre, a cutting-edge research centre based at the prestigious School of Law at Queens University Belfast. The G-IPTech Centre, as a part of our commitment to the exploration of emergent issues at the intersection of technology, intellectual property, and law, fosters an environment tha"
],
"flag": "",
"university_and_centre": "Queen's University Belfast",
"email_source": "group page",
"papers_last5y": null
},
{
"school": "Queen's University Belfast",
"name": "Welcome to Queen's International Economic Law Centre (QIEL)",
"url": "https://www.qub.ac.uk/research-centres/qielc/",
"person_links": 0,
"leader_hint": null,
"emails": [],
"direction_paras": [
"The Queen’s International Economic Law Centre (QIEL) is a newly established Centre with the aim of positioning Queen’s University Belfast as one of the foremost hubs of research and teaching excellence in the field of International Economic Law (IEL).The QIEL leadership in scholarly research by fostering innovative contributions to the fields of IEL and by bringing legal expert"
],
"flag": "",
"university_and_centre": "Queen's University Belfast",
"email_source": "none",
"papers_last5y": null
}
]
products/qub_v2__groups.json
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[
{
"school": "Research and Engagement（校级司）",
"name": "Artistic Research",
"url": "https://pure.rcs.ac.uk/en/organisations/artistic-research/",
"person_links": 16,
"named_persons": [
"Laura Bissell",
"Stephen Broad",
"Colin Broom"
],
"leader_hint": "Prof Stephen Broad（Director of Research and Engagement；页面未标 Group leader）",
"emails": [
"s.broad@rcs.ac.uk",
"c.broom@rcs.ac.uk",
"directorofresearch@rcs.ac.uk"
],
"direction_paras": [],
"f1_group_name": "Artistic Research",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": "s.broad@rcs.ac.uk",
"f5_papers_last_5y": null,
"parent_org": "Research and Engagement",
"verdict": "判不准",
"flag": "too_big_no_lead",
"note": "Pure 页面 Overview 标 Profiles (22)；RCS 自述「The largest research cluster at RCS」。页面上无 Group leader 标注；22 人超一个导师能带的规模。"
},
{
"school": "Research and Engagement（校级司）",
"name": "Art-making in the Anthropocene",
"url": "https://pure.rcs.ac.uk/en/organisations/art-making-in-the-anthropocene/",
"person_links": 12,
"named_persons": [
"Laura Bissell",
"Emily Doolittle",
"Sarah Hopfinger"
],
"leader_hint": null,
"emails": [
"e.doolittle@rcs.ac.uk"
],
"direction_paras": [],
"f1_group_name": "Art-making in the Anthropocene",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": "e.doolittle@rcs.ac.uk",
"f5_papers_last_5y": null,
"parent_org": "Research and Engagement",
"verdict": "判不准",
"flag": "scale_unknown_no_lead",
"note": "Pure org 页无 Overview/Network 计数块，可见具名卡片仅 3 人；但无 Group leader 标注，且 SHARE 外站把它描述为「AN RSE-FUNDED RESEARCH WORKSHOP, CLIMATE CAFES, CONCERTS, A RESIDENCY, AND MORE」（活动系列）。"
},
{
"school": "Research and Engagement（校级司）",
"name": "Creative Health",
"url": "https://pure.rcs.ac.uk/en/organisations/creative-health/",
"person_links": 10,
"named_persons": [
"Laura Bissell",
"Stephen Broad",
"Emily Doolittle",
"Brianna Robertson-Kirkland"
],
"leader_hint": null,
"emails": [
"s.broad@rcs.ac.uk",
"e.doolittle@rcs.ac.uk",
"directorofresearch@rcs.ac.uk"
],
"direction_paras": [],
"f1_group_name": "Creative Health",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": "e.doolittle@rcs.ac.uk",
"f5_papers_last_5y": null,
"parent_org": "Research and Engagement",
"verdict": "判不准",
"flag": "theme_scale",
"note": "Pure Overview 标 Profiles (9)；SHARE 外站描述「CREATIVE APPROACHES AND CULTURAL ACTIVITIES AROUND HEALTH AND WELLBEING」—— 是全校主题而非某导师带的组；无 Group leader 标注。"
},
{
"school": "Research and Engagement（校级司）",
"name": "Musicology",
"url": "https://pure.rcs.ac.uk/en/organisations/musicology/",
"person_links": 10,
"named_persons": [
"Stephen Broad",
"Joshua Dickson",
"Fabrice Fitch",
"Arnold Myers",
"Brianna Robertson-Kirkland"
],
"leader_hint": null,
"emails": [
"s.broad@rcs.ac.uk",
"f.fitch@rcs.ac.uk",
"j.dickson@rcs.ac.uk",
"directorofresearch@rcs.ac.uk"
],
"direction_paras": [],
"f1_group_name": "Musicology",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": "f.fitch@rcs.ac.uk",
"f5_papers_last_5y": null,
"parent_org": "Research and Engagement",
"verdict": "判不准",
"flag": "theme_scale",
"note": "Pure Overview 标 Profiles (10)；跨音乐系各专业的学科主题，跨院系聚合，无单一负责人标注。"
},
{
"school": "Research and Engagement（校级司）",
"name": "New Work and Improvisation",
"url": "https://pure.rcs.ac.uk/en/organisations/new-work-and-improvisation/",
"person_links": 13,
"named_persons": [
"Laura Bissell",
"Colin Broom",
"Emily Doolittle"
],
"leader_hint": null,
"emails": [
"c.broom@rcs.ac.uk",
"e.doolittle@rcs.ac.uk"
],
"direction_paras": [],
"f1_group_name": "New Work and Improvisation",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": "c.broom@rcs.ac.uk",
"f5_papers_last_5y": null,
"parent_org": "Research and Engagement",
"verdict": "判不准",
"flag": "too_big_no_lead",
"note": "Pure Overview 标 Profiles (19)；跨 music / dance / theatre-making，无 Group leader 标注。"
},
{
"school": "Research and Engagement（校级司）",
"name": "Performing Arts Education",
"url": "https://pure.rcs.ac.uk/en/organisations/performing-arts-education/",
"person_links": 9,
"named_persons": [
"Stephen Broad",
"Rachel Drury",
"Jill Morgan"
],
"leader_hint": null,
"emails": [
"s.broad@rcs.ac.uk",
"r.drury@rcs.ac.uk",
"directorofresearch@rcs.ac.uk"
],
"direction_paras": [],
"f1_group_name": "Performing Arts Education",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": "r.drury@rcs.ac.uk",
"f5_papers_last_5y": null,
"parent_org": "Research and Engagement",
"verdict": "判不准",
"flag": "small_but_no_lead",
"note": "Pure Overview 标 Profiles (5) —— 规模在一个导师能带的范围内；但页面上没有负责人标注，且它是 RCS 七大 cluster 之一（全校研究分类），不是某导师带的组。收/不收取决于要不要把 cluster 当组。"
},
{
"school": "Research and Engagement（校级司）",
"name": "Sciences, Humanities and Arts Research Exchange (SHARE)",
"url": "https://pure.rcs.ac.uk/en/organisations/sciences-humanities-and-arts-research-exchange-share/",
"person_links": 16,
"named_persons": [
"Stephen Broad",
"Emily Doolittle",
"Laura Gonzalez",
"Arnold Myers"
],
"leader_hint": "Dr Emily Doolittle（Pure org 页 Contact 栏 Email 指向其个人邮箱）",
"emails": [
"e.doolittle@rcs.ac.uk",
"s.broad@rcs.ac.uk",
"l.gonzalez@rcs.ac.uk",
"directorofresearch@rcs.ac.uk"
],
"direction_paras": [],
"f1_group_name": "Sciences, Humanities and Arts Research Exchange (SHARE)",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": "e.doolittle@rcs.ac.uk",
"f5_papers_last_5y": null,
"parent_org": "Research and Engagement",
"verdict": "判不准",
"flag": "initiative_cross_institution",
"note": "Pure Overview 标 Profiles (11)。自述是 RCS × University of St Andrews 两校的 interdisciplinary 枢纽（「acts as a hub」），跨校、跨学科 ⇒ 粒度大于一个导师带的组。"
},
{
"school": "Research（主站）",
"name": "Science, Humanities, and Arts Research Exchange (SHARE)",
"url": "https://www.rcs.ac.uk/research/science-humanities-arts-research-exchange/",
"person_links": 0,
"named_persons": [
"Dr Emily Doolittle",
"Dr Ines Jentzsch（St Andrews）"
],
"leader_hint": "Dr Emily Doolittle (RCS) / Dr Ines Jentzsch (St Andrews)",
"emails": [
"exchange@rcs.ac.uk"
],
"direction_paras": [
"SHARE is an initiative to facilitate interdisciplinary collaborations between academic staff at the Royal Conservatoire of Scotland and the University of St Andrews.",
"We seek to identify and introduce staff from RCS and the University of St Andrews for interdisciplinary collaborations that support the development of projects. SHARE acts as a hub for sharing the development and outcomes of these projects."
],
"f1_group_name": "Science, Humanities, and Arts Research Exchange (SHARE)",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": "SHARE is an initiative to facilitate interdisciplinary collaborations between academic staff at the Royal Conservatoire of Scotland and the University of St Andrews. We seek to identify and introduce staff from RCS and the University of St Andrews for interdisciplinary collaborations that support the development of projects. SHARE acts as a hub for sharing the development and outcomes of these projects.",
"f4_contact_email": "exchange@rcs.ac.uk",
"f5_papers_last_5y": null,
"parent_org": "Research and Engagement",
"verdict": "判不准",
"flag": "initiative_hub",
"note": "自述「initiative」「acts as a hub」；跨 RCS × St Andrews 两校。有专属外站 shareinterdisciplinary.co.uk。"
},
{
"school": "Research（主站）",
"name": "Methods in Movement: Dance for Health Scotland Research Network",
"url": "https://www.rcs.ac.uk/research/methods-in-movement-dance-for-health-scotland-research-network/",
"person_links": 0,
"named_persons": [
"Dr Bethany Whiteside",
"Professor Sara Houston",
"Professor Morven Shearer",
"Dr Emily Davis"
],
"leader_hint": "Dr Bethany Whiteside（页内「please contact Bethany Whiteside for further information」）",
"emails": [],
"direction_paras": [
"Methods in Movement (MiM): Dance for Health (DfH) Scotland Research Network, funded by a Royal Society of Edinburgh (RSE) Research Collaboration Grant, had two key aims: to explore dance-centred methods, and to develop a national network.",
"Reflecting the interdisciplinary premise of the DfH field, the project team was comprised of dance scholars, Drs Bethany Whiteside and Emily Davis (Royal Conservatoire of Scotland), Prof. Sara Houston (University of Roehampton), and Prof. Morven Shearer who has a background in medical ethics and healthcare policy (University of St Andrews)."
],
"f1_group_name": "Methods in Movement: Dance for Health Scotland Research Network",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": "to explore dance-centred methods, and to develop a national network（RSE Research Collaboration Grant 资助）",
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "Research and Engagement",
"verdict": "判不准",
"flag": "funded_project_network",
"note": "有 4 人具名团队 + 具名联系人，规模像组；但自述是被 RSE 一次性资助、已结项（「had two key aims」过去式）的 project；页面无邮箱（只说 contact Bethany Whiteside），f4 留 null。"
},
{
"school": "School of Dance, Drama, Production and Film",
"name": "Voice and the Centre for Voice in Performance",
"url": "https://pure.rcs.ac.uk/en/organisations/voice-and-the-centre-for-voice-in-performance/",
"person_links": 6,
"named_persons": [
"Melanie Drake",
"Jean Sangster",
"Susan Worsfold"
],
"leader_hint": null,
"emails": [
"j.sangster@rcs.ac.uk",
"m.drake@rcs.ac.uk",
"s.worsfold@rcs.ac.uk"
],
"direction_paras": [],
"f1_group_name": "Voice and the Centre for Voice in Performance",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": "m.drake@rcs.ac.uk",
"f5_papers_last_5y": null,
"parent_org": "School of Dance, Drama, Production and Film",
"verdict": "判不准",
"flag": "centre_under_school",
"note": "RCS 唯一的「Centre」型实体（Pure org type=Department，挂在 SDDPF 下）；只 3 名具名职员。主站无对应页面（站内搜索 Centre for Voice 只返回短期课程）。"
},
{
"school": "School of Music → Vocal Performance",
"name": "RCS Voices",
"url": "https://pure.rcs.ac.uk/en/organisations/rcs-voices/",
"person_links": 4,
"named_persons": [],
"leader_hint": null,
"emails": [],
"direction_paras": [],
"f1_group_name": "RCS Voices",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "School of Music → Vocal Performance",
"verdict": "判死",
"flag": "not_a_group",
"note": "Pure org 页除标题外无任何简介/成员/负责人；挂在 Vocal Performance 系下的演唱团体/活动，不是研究团队。"
},
{
"school": "SHARE（外站）",
"name": "Singing For Health",
"url": "https://shareinterdisciplinary.co.uk/projects/",
"person_links": 0,
"named_persons": [
"Brianna Robertson-Kirkland",
"Liesbeth Tip",
"Sophie Boyd"
],
"leader_hint": "Brianna Robertson-Kirkland（主站 SHARE 页）",
"emails": [],
"direction_paras": [
"AN RSE-FUNDED RESEARCH NETWORK FOCUSING ON SINGING AND HEALTH"
],
"f1_group_name": "Singing For Health",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": "An RSE-funded research network focusing on singing and health",
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "SHARE（RCS × University of St Andrews）",
"verdict": "判不准",
"flag": "network_subproject",
"note": "外站 projects 页只给了标题+副题；无独立详情页 URL（未验）。主站 SHARE 页描述为「a Royal Society of Edinburgh-funded interdisciplinary network ... led by Brianna Roberston Kirkland, with Liesbeth Tip and Sophie Boyd」—— 有具名 lead、跨机构 network。"
},
{
"school": "SHARE（外站）",
"name": "RASCAL",
"url": "https://shareinterdisciplinary.co.uk/projects/",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [],
"direction_paras": [
"A MONTHLY ZOOM DISCUSSION FOR RESEARCHERS AND ARTISTS INTERESTED IN CULTURAL REPRESENTATIONS OF ANIMAL SONG"
],
"f1_group_name": "RASCAL (Research on Animal Song in Culture, Arts, and Literature)",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": "A monthly Zoom discussion for researchers and artists interested in cultural representations of animal song",
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "SHARE（RCS × University of St Andrews）",
"verdict": "判死",
"flag": "seminar_series",
"note": "自述「a monthly meeting of researchers and artists」（主站）/「A MONTHLY ZOOM DISCUSSION」—— 研讨/讨论组，不是导师带的团队。"
},
{
"school": "SHARE（外站）",
"name": "SHARE Interdisciplinary Symposia",
"url": "https://shareinterdisciplinary.co.uk/projects/",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [],
"direction_paras": [
"A SERIES OF ANNUAL(ISH) SYMPOSIA FOR INTERDISCIPLINARY RESEARCHERS AND ARTISTS"
],
"f1_group_name": "SHARE Interdisciplinary Symposia",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": "A series of annual(ish) symposia for interdisciplinary researchers and artists",
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "SHARE（RCS × University of St Andrews）",
"verdict": "判死",
"flag": "seminar_series",
"note": "研讨会系列。"
},
{
"school": "SHARE（外站）",
"name": "Art-Making in the Anthropocene",
"url": "https://shareinterdisciplinary.co.uk/projects/",
"person_links": 0,
"named_persons": [
"Emily Doolittle"
],
"leader_hint": "Emily Doolittle",
"emails": [],
"direction_paras": [
"AN RSE-FUNDED RESEARCH WORKSHOP, CLIMATE CAFES, CONCERTS, A RESIDENCY, AND MORE"
],
"f1_group_name": "Art-Making in the Anthropocene",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": "An RSE-funded research workshop, climate cafes, concerts, a residency, and more",
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "SHARE（RCS × University of St Andrews）",
"verdict": "判不准",
"flag": "activity_series",
"note": "与 Pure 里同名 Research Group 是同一实体；此处自述是「workshop + 系列活动」，不是团队。"
},
{
"school": "SHARE（外站）",
"name": "Intersections",
"url": "https://shareinterdisciplinary.co.uk/projects/",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [],
"direction_paras": [
"AN ANNUAL COLLABORATION BETWEEN RESEARCHERS, COMPOSERS AND PERFORMERS AT RCS AND ST ANDREWS"
],
"f1_group_name": "Intersections",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": "An annual collaboration between researchers, composers and performers at RCS and St Andrews",
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "SHARE（RCS × University of St Andrews）",
"verdict": "判不准",
"flag": "annual_collaboration",
"note": "自述「annual collaboration」= 一次性年度合作项目，非持续团队；无具名负责人。"
},
{
"school": "SHARE（外站）",
"name": "Creative Health",
"url": "https://shareinterdisciplinary.co.uk/projects/",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [],
"direction_paras": [
"CREATIVE APPROACHES AND CULTURAL ACTIVITIES AROUND HEALTH AND WELLBEING"
],
"f1_group_name": "Creative Health",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": "Creative approaches and cultural activities around health and wellbeing",
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "SHARE（RCS × University of St Andrews）",
"verdict": "判不准",
"flag": "theme_scale",
"note": "与 Pure 里同名 Research Group 是同一实体；此处只有一句方向，无负责人、无名单。"
},
{
"school": "SHARE（外站 /collaborations/）",
"name": "SHARE Collaborations（8 条：SCARF / The Waterways Collective / Cetacea / Coastal Geographies / MAWS / Towards an evolutionary understanding of invention / TRAWL / Turning Towards）",
"url": "https://shareinterdisciplinary.co.uk/collaborations/",
"person_links": 0,
"named_persons": [
"Volker Deecke",
"Emily Doolittle",
"Saana Isojunno",
"Rachel Shucksmith",
"Jenny Sturgeon",
"Andrew Whitehouse",
"Laura Bissell",
"Neil Banas",
"Colin Bull",
"David Overend",
"Matthew Whiteside",
"Emma Tydlesley",
"Marie-Chantal Hamrock",
"Alex South",
"Katherine Wren",
"Leslie Harrison",
"Michael Scheer",
"Alexander Gratovsky",
"Nicole Gratovsky",
"Oliver Searle",
"Tim Stojanovic",
"Pralle Kriengwatana",
"Ruedi Nager",
"Martin Ullrich",
"Sue Healy",
"Kate Rudy",
"Matthew Caley",
"Steve Smart",
"Sarah Hopfinger",
"Raquel Meseguer"
],
"leader_hint": null,
"emails": [],
"direction_paras": [
"Ongoing interdisciplinary collaborations involving SHARE members."
],
"f1_group_name": "（8 个具名 collaboration，逐条未拆）",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": "Ongoing interdisciplinary collaborations involving SHARE members.",
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "SHARE（RCS × University of St Andrews）",
"verdict": "判不准",
"flag": "collaborations_unresolved",
"note": "每条都有 2–7 名具名成员，形态像小型合作组；但外站未给独立详情页 URL（只有这一个列表页），单条的方向/负责人/邮箱均未验 ⇒ 不硬判，整条挂在这里。"
},
{
"school": "主站 / What's On",
"name": "Fixed Series",
"url": "https://www.rcs.ac.uk/fixed-series/",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [],
"direction_paras": [],
"f1_group_name": "",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "",
"verdict": "判死",
"flag": "not_a_group",
"note": "票务页（H1=What's On 的 Series 落页），正文只有导航，无任何组信息。"
},
{
"school": "主站 / 学生展演",
"name": "Emergence",
"url": "https://www.rcs.ac.uk/emergence/",
"person_links": 0,
"named_persons": [
"Camille Corinne",
"Chelsea Grace",
"Chen Xu"
],
"leader_hint": null,
"emails": [],
"direction_paras": [],
"f1_group_name": "",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "",
"verdict": "判死",
"flag": "student_showcase",
"note": "原文 \"Emergence is a festival of new work from the graduating artists of the MFA Acting/Directing Classical and Contemporary Text programme.\" —— 学生展演。"
},
{
"school": "主站 / 学生展演",
"name": "On The Verge",
"url": "https://www.rcs.ac.uk/on-the-verge/",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [],
"direction_paras": [],
"f1_group_name": "",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "",
"verdict": "判死",
"flag": "student_showcase",
"note": "原文 \"an online festival of original student work ... conceived, written, directed, performed, edited, and produced by students from MA/MFA Classical & Contemporary Text.\""
},
{
"school": "主站 / 会议",
"name": "Tradition in Motion",
"url": "https://www.rcs.ac.uk/tradition-in-motion/",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [
"events@rcs.ac.uk"
],
"direction_paras": [],
"f1_group_name": "",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "",
"verdict": "判死",
"flag": "conference",
"note": "原文 \"Celebrating 30 Years of Traditional Music ... Tuesday 31 March – Thursday 2 April 2026\" —— 一次性学术会议。"
},
{
"school": "主站 / 会议",
"name": "'Let's Talk About…' Symposium",
"url": "https://www.rcs.ac.uk/lets-talk-about-symposium/",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [
"fairaccess@rcs.ac.uk"
],
"direction_paras": [],
"f1_group_name": "",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "",
"verdict": "判死",
"flag": "seminar_series",
"note": "Symposium 系列。"
},
{
"school": "主站 / 工作坊",
"name": "Pre-Graduation Workshop（Eric Booth）",
"url": "https://www.rcs.ac.uk/eric-booth-workshop/",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [],
"direction_paras": [],
"f1_group_name": "",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "",
"verdict": "判死",
"flag": "workshop",
"note": "单次工作坊。"
},
{
"school": "主站 / Engagement",
"name": "Innovation Studio",
"url": "https://www.rcs.ac.uk/engagement/innovation-studio/",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [
"innovationstudio@rcs.ac.uk"
],
"direction_paras": [],
"f1_group_name": "",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "",
"verdict": "判死",
"flag": "support_programme",
"note": "原文 \"Innovation Studio is a resource for the RCS community that supports creative experimentation ... providing dedicated time and space\" —— 资助/驻留支持项目，不是研究团队。"
},
{
"school": "主站 / Engagement",
"name": "Exchange Talks and Events",
"url": "https://www.rcs.ac.uk/engagement/talks-events/",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [],
"direction_paras": [],
"f1_group_name": "",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "",
"verdict": "判死",
"flag": "seminar_series",
"note": "原文 \"RCS's Exchange Talk programme provides a space to explore the most current questions about art and art making\" —— 讲座系列。"
},
{
"school": "主站 / Research",
"name": "Athenaeum Awards Projects 2025/26",
"url": "https://www.rcs.ac.uk/research/funding-support/athenaeum-awards-projects-2025-26/",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [],
"direction_paras": [],
"f1_group_name": "",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "",
"verdict": "判死",
"flag": "funded_projects",
"note": "原文 \"the Conservatoire has funded thirty-eight Athenaeum Awards in three application rounds\" —— 38 个个人小额项目名录，不是组。"
},
{
"school": "主站 / Research",
"name": "Research Funding & Support",
"url": "https://www.rcs.ac.uk/research/funding-support/",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [
"l.williams@rcs.ac.uk"
],
"direction_paras": [],
"f1_group_name": "",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "",
"verdict": "判死",
"flag": "admin_page",
"note": "资助办法与申请流程行政页。"
},
{
"school": "主站 / Research",
"name": "Research Ethics",
"url": "https://www.rcs.ac.uk/research/ethics/",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [
"ethics@rcs.ac.uk"
],
"direction_paras": [],
"f1_group_name": "",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "",
"verdict": "判死",
"flag": "admin_page",
"note": "伦理审查流程行政页。"
},
{
"school": "主站 / Research",
"name": "Our Researchers",
"url": "https://www.rcs.ac.uk/research/our-researchers/",
"person_links": 0,
"named_persons": [
"Professor Stephen Broad",
"Dr Laura Bissell",
"Dr Colin Broom",
"Professor Joshua Dickson"
],
"leader_hint": "Professor Stephen Broad（Director of Research and Engagement）",
"emails": [],
"direction_paras": [],
"f1_group_name": "",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "",
"verdict": "判死",
"flag": "people_index",
"note": "28 名研究活跃教师的个人名录页（无分组、无组页链接）—— 是人员索引，不是组。"
},
{
"school": "School of Music",
"name": "Undergraduate Music Departments",
"url": "https://www.rcs.ac.uk/music/undergraduate-departments/",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [],
"direction_paras": [],
"f1_group_name": "",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "",
"verdict": "判死",
"flag": "teaching_departments",
"note": "Brass/Guitar & Harp/Keyboard/Strings/Timpani & Percussion/Vocal Performance/Woodwind/Composition/Jazz/Traditional Music/Piping —— 教学系目录，无研究内容。"
},
{
"school": "School of Music",
"name": "Postgraduate Music Departments",
"url": "https://www.rcs.ac.uk/music/postgraduate-departments/",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [],
"direction_paras": [],
"f1_group_name": "",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "",
"verdict": "判死",
"flag": "teaching_departments",
"note": "研究生课程说明页。"
},
{
"school": "School of Dance, Drama, Production and Film",
"name": "Dance / Drama / Film / Production 落地页",
"url": "https://www.rcs.ac.uk/dance/",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [],
"direction_paras": [],
"f1_group_name": "",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "",
"verdict": "判死",
"flag": "subject_landing",
"note": "H1=Dance/Drama/Film/Production，正文全是课程链接；四页均无 /research/ 子页（/dance/research/ 等 6 条全部 404）。"
},
{
"school": "主站",
"name": "Education / Artistic Practice and Leadership / Socially Engaged Practice",
"url": "https://www.rcs.ac.uk/education/",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [],
"direction_paras": [],
"f1_group_name": "",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "",
"verdict": "判死",
"flag": "subject_landing",
"note": "同为课程落地页。"
},
{
"school": "主站",
"name": "Staff A-Z",
"url": "https://www.rcs.ac.uk/staff-a-z/",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [],
"direction_paras": [],
"f1_group_name": "",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "",
"verdict": "判死",
"flag": "people_index",
"note": "22 页职员名录（教学岗为主），非研究组索引。"
},
{
"school": "主站 Research",
"name": "Research & Engagement（司）",
"url": "https://www.rcs.ac.uk/research-engagement/",
"person_links": 0,
"named_persons": [],
"leader_hint": null,
"emails": [],
"direction_paras": [],
"f1_group_name": "",
"f2_university_and_centre": "Royal Conservatoire of Scotland",
"f3_direction": null,
"f4_contact_email": null,
"f5_papers_last_5y": null,
"parent_org": "",
"verdict": "判死",
"flag": "not_a_group",
"note": "司级 landing（/research-knowledge-exchange/ 与 /fair-access/research-engagement/ 部分重定向至此）。"
}
]
products/st-andrews__groups.json
+2741
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products/st-andrews__groups_five_fields_sample.json
+342
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@@ -0,0 +1,342 @@
[
{
"url": "imhs.wp.st-andrews.ac.uk",
"name": "Welcome to IMHS",
"group_name": "Welcome to IMHS",
"university_and_centre": "University of St Andrews",
"direction": "St Andrews’ Institute for museums, heritage and the people who sustain them.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "chemistry.st-andrews.ac.uk/sciss",
"name": "Welcome to the SCISS research pages",
"group_name": "Welcome to the SCISS research pages",
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"email": "",
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"dept": ""
},
{
"url": "caes.wp.st-andrews.ac.uk",
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"group_name": "Welcome to the Centre for Ancient Environmental Studies",
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"direction": "The Centre was founded in September 2020. Its goal is to facilitate the study of human-environment interactions in the Ancient Mediterranean, Europe, and West Asia.",
"email": "selby-sympa@st-andrews.ac.uk",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "roman-literatures.wp.st-andrews.ac.uk",
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"university_and_centre": "University of St Andrews",
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"email": "",
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"dept": ""
},
{
"url": "sachi.wp.st-andrews.ac.uk",
"name": "Human Computer Interaction",
"group_name": "Human Computer Interaction",
"university_and_centre": "University of St Andrews",
"direction": "Paving the way to improve how people interact with computers through better design, tangible computing and social justice",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "ibth.wp.st-andrews.ac.uk",
"name": "IBTH",
"group_name": "IBTH",
"university_and_centre": "University of St Andrews",
"direction": "The Institute for Bible, Theology, & Hermeneutics seeks to overcome fragmentation within the field of Divinity. It promotes intra-disciplinary conversation between biblical studies, theology, hermeneutics, and the reception of scr",
"email": "divinity@st-andrews.ac.uk",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "itia.wp.st-andrews.ac.uk",
"name": "Theology, Imagination and the Arts",
"group_name": "Theology, Imagination and the Arts",
"university_and_centre": "University of St Andrews",
"direction": "The Institute for Theology, Imagination and the Arts (ITIA) is one of the leading centres in the world for bringing together the study and practice of theology and the arts.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "soi.st-andrews.ac.uk",
"name": "Marine science",
"group_name": "Marine science",
"university_and_centre": "University of St Andrews",
"direction": "Interdisciplinary research centre studying the marine environment.",
"email": "bioadmin@st-andrews.ac.uk",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "poeticinnovation.wp.st-andrews.ac.uk",
"name": "Welcome",
"group_name": "Welcome",
"university_and_centre": "University of St Andrews",
"direction": "The Centre for Poetic Innovation addresses poetry and poetics creatively, critically and historically, promoting and studying poetic innovation in a broad sense of both terms, from poetry as traditionally understood to poetic aspe",
"email": "el40@st-andrews.ac.uk",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "screenculture.wp.st-andrews.ac.uk",
"name": "CENTRE FOR SCREEN CULTURES",
"group_name": "CENTRE FOR SCREEN CULTURES",
"university_and_centre": "University of St Andrews",
"direction": "MAXIMUM TILT took place at the Byre Theatre, St Andrews, from 23-25 June 2026. The three-day festival of artists’ moving image was programmed by the artists Andrew Black and Anne-Marie …",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "begin.wp.st-andrews.ac.uk",
"name": "Bell Edwards Geographic Data Institute",
"group_name": "Bell Edwards Geographic Data Institute",
"university_and_centre": "University of St Andrews",
"direction": "Spatial data holds the key to unlocking a deeper understanding of our planet and its intricate systems. Let's BEGIN a spatial and data-driven conversation and be part of a multidisciplinary group in St Andrews.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "staccs.wp.st-andrews.ac.uk",
"name": "Welcome",
"group_name": "Welcome",
"university_and_centre": "University of St Andrews",
"direction": "A sustainable future remains within our reach. The need for change is agreed: we no longer ask ‘is action needed?’ Instead, the key questions are ‘what action is needed?’, ‘where is it needed?’, and ‘who needs to act?’. Addressing",
"email": "staccs@st-andrews.ac.uk",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "standrewstransnational.wp.st-andrews.ac.uk",
"name": "Welcome",
"group_name": "Welcome",
"university_and_centre": "University of St Andrews",
"direction": "The Centre for Transnational History was launched in early 2009 and became the Institute for Transnational & Spatial History in September 2014. It combines the expertise of a number of colleagues working on European, Asian, North ",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "isws.wp.st-andrews.ac.uk",
"name": "Welcome",
"group_name": "Welcome",
"university_and_centre": "University of St Andrews",
"direction": "Established in 2016, The Institute for the Study of War and Strategy is an interdisciplinary Institute comprising members from International Relations, History, Computer Science, Physics, Philosophy, Classics, Geography, Managemen",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "c19c.wp.st-andrews.ac.uk",
"name": "Home",
"group_name": "Home",
"university_and_centre": "University of St Andrews",
"direction": "Welcome to the website of c19c, the Cross Cultural Circa Nineteenth Century Research Centre! You will find our latest news here.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "cap.wp.st-andrews.ac.uk",
"name": "The Centre",
"group_name": "The Centre",
"university_and_centre": "University of St Andrews",
"direction": "Founded in 2018, the Centre for Art and Politics (CAP) is an interdisciplinary research unit housed in the School of International Relations, University of St Andrews.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "mecacs.wp.st-andrews.ac.uk",
"name": "MECACS at St Andrews",
"group_name": "MECACS at St Andrews",
"university_and_centre": "University of St Andrews",
"direction": "MECACS runs a regular seminar series, staff work-in-progress presentations, hosts conferences and workshops. MECACS scholars regularly provide expert consultation and media commentary.",
"email": "mecacs@st-andrews.ac.uk",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "algebra-combinatorics.wp.st-andrews.ac.uk",
"name": "Home",
"group_name": "Home",
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"direction": "Welcome to the Algebra and Combinatorics Group webpage. We are one of the research groups in Mathematics at the University of St Andrews.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "history-of-maths.wp.st-andrews.ac.uk",
"name": "Home",
"group_name": "Home",
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"direction": "We lead the History for Diversity in Mathematics Network which aims to build a network around using history of mathematics to promote equality, diversity and inclusion in the mathematics curriculum in UK HE. For details of the onl",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "stats-methods.wp.st-andrews.ac.uk",
"name": "About us",
"group_name": "About us",
"university_and_centre": "University of St Andrews",
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"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "stambio.wp.st-andrews.ac.uk",
"name": "Mathematical biology group",
"group_name": "Mathematical biology group",
"university_and_centre": "University of St Andrews",
"direction": "We are an interdisciplinary group of mathematicians at the University of St Andrews. We work on modelling and data analysis for biology and medicine, with key strengths in cell biology, oncology, and statistical inference. Recent ",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "solar-mcs.wp.st-andrews.ac.uk",
"name": "Introduction",
"group_name": "Introduction",
"university_and_centre": "University of St Andrews",
"direction": "The Solar and Magnetospheric Theory group is based within the School of Mathematics and Statistics at the University of St Andrews. Members of our research group are involved in many different areas of theoretical solar and magnet",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "ecostats.wp.st-andrews.ac.uk",
"name": "Ecological and Environmental Statistics Research Group",
"group_name": "Ecological and Environmental Statistics Research Group",
"university_and_centre": "University of St Andrews",
"direction": "The Ecological and Environmental Statistics Research Group is one of three research groups within the Statistics Division of the School of Mathematics and Statistics. This research group also forms the core of a world-leading inte",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "smmb.wp.st-andrews.ac.uk",
"name": "About Us",
"group_name": "About Us",
"university_and_centre": "University of St Andrews",
"direction": "Statistical Medicine and Molecular Biology is a research group in the Statistics Division of the School of Mathematics and Statistics at the University of St Andrews.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "vortex.wp.st-andrews.ac.uk",
"name": "Home",
"group_name": "Home",
"university_and_centre": "University of St Andrews",
"direction": "This is the main page for the Vortex Dynamics research group within the School of Mathematics and Statistics at the University of St Andrews.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "ibans.st-andrews.ac.uk",
"name": "Institute of Behavioural and Neural Sciences",
"group_name": "Institute of Behavioural and Neural Sciences",
"university_and_centre": "University of St Andrews",
"direction": "The Institute of Behavioural and Neural Sciences is an interdisciplinary community of researchers who study the behaviour of human beings and other animals from cellular, neural, cognitive and evolutionary perspectives. The Instit",
"email": "tc48@st-andrews.ac.uk; sp96@st-andrews.ac.uk",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "biology.st-andrews.ac.uk/biophotonics",
"name": "CoB News",
"group_name": "CoB News",
"university_and_centre": "University of St Andrews",
"direction": "The Centre of Biophotonics (CoB) at the University of St Andrews was established in 2019 with the mission of promoting interdisciplinary research and training at the interface between advanced optical imaging, photonics and biomed",
"email": "pa53@st-andrews.ac.uk; CoB-Director@st-andrews.ac.uk",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "medhandbook.st-andrews.ac.uk",
"name": "Medhandbook",
"group_name": "Medhandbook",
"university_and_centre": "University of St Andrews",
"direction": "This handbook is a repository of the School of Medicine’s strategies, procedures, guidance and information. You can search for a particular document in a post using the bar below or browse by the categories listed.",
"email": "medhelpdesk@st-andrews.ac.uk",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "germanscreenstudies.wp.st-andrews.ac.uk",
"name": "German Screen Studies Network",
"group_name": "German Screen Studies Network",
"university_and_centre": "University of St Andrews",
"direction": "The three-day conference, ‘Rethinking Weimar Cinema’, was held on 17th-19th June 2026 at Worcester College, Oxford. Organised by Lawrence Alexander (Ruskin School of Art) and Molly Harrabin (University of St. Andrews/University of",
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},
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"name": "Latest",
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"direction": "The Centre for Minorities Research (CMR) supports academic dialogue and real-time action on one of the most urgent global challenges of our time: achieving meaningful, intersectional engagement with vulnerable populations. Bringin",
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"recent_5y_papers": null,
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"url": "ceppa.wp.st-andrews.ac.uk",
"name": "CEPPA – Centre for Ethics, Philosophy and Public Affairs",
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"direction": "The Centre for Ethics, Philosophy and Public Affairs (CEPPA) promotes exploration into important ethical issues arising in public life. Its field of interest comprises ethics, social and political philosophy, and the philosophical",
"email": "ceppadirector@st-andrews.ac.uk; researchpafs@st-andrews.ac.uk",
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"url": "photonics.wp.st-andrews.ac.uk",
"name": "Research",
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"direction": "The School undertakes research in both theoretical and experimental areas of photonics. We provide links below to the pages maintained by the various research groups.",
"email": "",
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"url": "polyopto.wp.st-andrews.ac.uk",
"name": "Organic Semiconductor Optoelectronics",
"group_name": "Organic Semiconductor Optoelectronics",
"university_and_centre": "University of St Andrews",
"direction": "Ifor attended Photonics West in San Francisco last week, the world’s largest photonics conference. He gave a talk on the groups advancements on Visible Light Communication, some of which are linked to the HISOPE project.",
"email": "gat@st-andrews.ac.uk",
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"url": "calacs.wp.st-andrews.ac.uk",
"name": "About CAS",
"group_name": "About CAS",
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"direction": "The Department of Social Anthropology and beyond the interests and expertise of our staff, we are interested in all research concerned with Latin America, the Caribbean and Amerindian societies, regardless of disciplinary outlook.",
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}
]
products/uwa-edu-au__groups.json
+716
View File
@@ -0,0 +1,716 @@
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"Push the boundaries of knowledge with a Higher Degree by Research at UWA. Conduct original research, work with leading experts, and develop the skills to make meaningful impact in your field.",
"Perth combines career opportunities, global connections and a relaxed lifestyle, making it an ideal place to pursue meaningful research. It's where research discoveries meet an unbeatable destination. At UWA, you'll be part of a diverse and welcoming research community while enjoying everything Western Australia has to offer.",
"The Graduate Research School provides induction, candidature advice, assistance and professional development opportunities to ensure you can make the most of your research journey.",
"Make key contributions Explore your area of interest in depth and make a meaningful contribution to knowledge, guided by world-leading experts."
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"UWA partners with industry, government, and researchers around the globe to help solve today’s problems, and those we’ll face in the future. We collaborate with large-scale, multidisciplinary institutes, through to more focused research centres, across a range of diverse capacities, at a world-class level.",
"View our full list of research entities, including further information on our Centres of Excellence, collaborative research centres and more. For information on school-endorsed research entities, visit the respective Schools websites.",
"Ranked number one in Australia for agricultural sciences, we have a close working relationship with agricultural and natural resource sectors here in Australia and around the world. We’re building knowledge, improving workforce skills, contributing to local and regional prosperity, and upholding responsible stewardship of the environment.",
"Finding sustainable solutions for our ocean resources. We work with local, state and federal governments, industry and business, research institutions, and the community. Bringing together UWA’s research strengths across oceanography, ecology, engineering, resource management and governance to address key ocean challenges."
],
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"school": "University of Western Australia",
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"From the exciting realms of new digital data platforms to life-changing advances in the environmental and health fields, UWA’s leading edge infrastructure provide researchers and industry a springboard for the smartest minds to network, challenge thinking, and pursue research breakthroughs.",
"Whether you’re looking to tap into our facilities and resources, collaborate on ground-breaking research or find solutions to your biggest challenges, our experts and equipment have the capability to transform research projects and deliver impactful outcomes.",
"Explore the multi-disciplinary research undertaken by our teams. Discover UWA's advanced facilities and the equipment used in our ground-breaking work.",
"Discover how collaboration with our local and global research expertise, and our world-renowned academic leaders, can build, support and enhance your business or industry."
],
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"school": "University of Western Australia",
"name": "Research",
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"Our researchers work across disciplines and sectors to explore ground-breaking solutions. We collaborate locally and globally to focus on research areas that seek answers to our planet’s most pressing questions.",
"At UWA we’re developing clean energy technologies that are becoming critical as ecosystems face a myriad of challenges. Our advanced knowledge of how air, water, terrestrial and marine systems can improve environmental quality through practical innovations will power the transition to a sustainable, and emission-free energy future.",
"We undertake pioneering research that leads to better health and wellbeing outcomes for individuals and communities. Our collaborative, interdisciplinary approach, backed by the latest technologies as well as partnerships with industry enable us to tackle complex challenges and drive innovation in healthcare.",
"At UWA, we are seeking solutions for tomorrow. From artificial intelligence, data science and cyber security to space innovation, our work not only pushes the boundaries of what's possible but also addresses the pressing challenges of our time. Our researchers are paving the way to address questions of ethics and how scientific progress can have positive impact in a technologically advanced world."
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"school": "University of Western Australia",
"name": "Research",
"url": "https://www.uwa.edu.au/research/reputation-governance",
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"Internationally renowned research by an award-winning team, creating real-world impact on a global level.",
"Our UWA researchers are globally recognised for excellence and academic insight into innovative ways to address world challenges.",
"Meet some of the remarkable people behind UWA's world-leading research.",
"After gaining a BSc (Hons) in Biology from the University of Bristol, I was awarded an MSc from the University of Durham. I undertook my PhD studie..."
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"school": "University of Western Australia",
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"Whether you’re seeking to partner with UWA on research, to find a collaborator for your proposal, to fund a new research project, to discover more about UWA’s extensive research, or to apply as a postgraduate research student – refer to the information below, or for all other enquiries, email general-enquiries@uwa.edu.au.",
"Interested in becoming a UWA postgraduate research student? Find out more about how you can achieve this.",
"Discover more about our online system that manages Higher Degree by Research candidates and research training.",
"Find out how you can apply to study at UWA, where you’ll have the support of an internationally recognised team of researchers."
],
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{
"school": "University of Western Australia",
"name": "Research",
"url": "https://www.uwa.edu.au/research/strengths/clean-energy-transition-and-sustainable-resources",
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"We are leading the way to power the transition to sustainable resource management and an emission-free energy future. From wave, tidal and offshore wind energy to resourcing critical minerals and effective energy storage systems, we're paving the way to deliver the best practices in sustainability.",
"Our research at UWA is unlocking best practices to protect our ecosystems. Projects cover multi-disciplinary areas and tackle challenges for systems.",
"Our researchers are developing practical solutions to the challenges of Australia’s energy transition. UWA researchers bring significant expertise and capabilities to the design and testing of new renewable energy technologies, effective energy storage systems, and provide policy recommendations that support low-carbon energy solutions.",
"Our renewable energy expertise spans marine renewables, biomass, geothermal, photovoltaics, electrical vehicles, and microgrids. Our aim is to develop new knowledge and advanced technologies for efficient, effective, and environmentally friendly fuel and energy use in the resources industries."
],
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{
"school": "University of Western Australia",
"name": "Research",
"url": "https://www.uwa.edu.au/research/strengths/health-and-biotechnology",
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"named_persons": [
"Professor Archa Fox Professor School",
"Dr Richard Barry Walley"
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"At UWA, we are committed to pioneering research that leads to better health outcomes and improved wellbeing for individuals and communities.",
"From personalised medicine to mental health breakthroughs, we’re focused on innovation and optimism that drives better healthcare into the future.",
"Led by world-class researchers, our multi-disciplinary teams focus on finding the best solutions to the most challenging health questions.",
"We are at the forefront of research to enhance our collective understanding of disease mechanisms and processes, and interventions. Our researchers investigate medical microbiology, tropical infectious diseases and public and environmental health microbiology to enhance our knowledge of infection, immunity and pharmacology."
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{
"school": "University of Western Australia",
"name": "Research",
"url": "https://www.uwa.edu.au/research/strengths/frontier-technologies",
"dept": "Contact us",
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"named_persons": [
"Professor International Centre",
"Emeritus Professor International Centre",
"Dr Richard Barry Walley"
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"Our research pushes boundaries to explore new and emerging technologies that aim to provide the best solutions to the world’s biggest challenges.",
"UWA has a strong track record in radio astronomy and engages with industry, government, community groups and organisations to translate our research into real-world benefits for society. Our research in data-intensive computing, engineering and technology supports core outcomes in radio astronomy and the Square Kilometre Array radio telescope project.",
"For more than 50 years, UWA has been actively involved in space research and developing technologies that advance our ability to operate from space and enhance and sustain life on earth. Our scientists collaborate across areas ranging from astrophysics to human anatomy and physiology to understand the effects of gravity and space on human physiology and plant biology.",
"ARC Centre of Excellence for All Sky Astrophysics in 3 Dimensions (ASTRO 3D)"
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"school": "University of Western Australia",
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"From research into social impact and Western Australian history, to rock art conservation and management, Muslim studies, or urban design, UWA works together with industry partners, local community organisations and government to understand and address our world’s critical issues.",
"UWA is committed to Indigenous-led, quality research that makes a positive contribution to Aboriginal and Torres Strait Islanders and academic communities. Our researchers engage with traditional custodians of the land, promoting a greater understanding of First Nations peoples’ culture and knowledge, and educating future Indigenous researchers. Find out more about Indigenous research at UWA.",
"Housed at UWA, the Berndt Museum is an Indigenous-led institution that holds one of the most significant collections of Aboriginal and Torres Strait Islander cultural material in the world.",
"Aboriginal and Torres Strait Islander Suicide Prevention Evaluation Project"
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"Welcome, the University of Western Australia is proud to be represented by our Indigenous and non-Indigenous researchers who are committed to progressing the welfare of Indigenous people, to preserving culture and history, and who look to promoting a greater level of understanding amongst all Australians.",
"The School of Indigenous Studies moved into their new home the Bilya Marlee building (meaning river of the Swan) in July 2020.",
"This new purpose-built facility is a key component within the southern precinct of the campus, and has improved the current student experience for the School of Indigenous Studies, the Centre for Aboriginal Medical and Dental Health and POCHE Centre for Indigenous Health.",
"Centre of Best Practice in Aboriginal and Torres Strait Islander Suicide Prevention"
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{
"school": "University of Western Australia",
"name": "Research",
"url": "https://www.uwa.edu.au/research/strengths/resilient-environment-and-climate-change",
"dept": "Contact us",
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"named_persons": [
"Dr Richard Barry Walley"
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"In a world that faces increasing environmental challenges, UWA researchers play a critical role in seeking new ways to address issues such as habitat loss, biodiversity preservation and climate change.",
"From informing conservation efforts to food security, our research is leading the way in ensuring the health and resilience of terrestrial and aquatic life.",
"Our research at UWA is unlocking the secrets of interconnected ecosystems, both on land and within bodies of fresh and sea water. Projects cover multi-disciplinary areas and tackle challenges affecting living things and systems, spanning evolution and genetics, and plant biology and fisheries science.",
"Advancing transformative science to protect and develop sustainable use of our oceans has never been more important. Our research strengths include oceanography, deep-sea exploration, ecology, conservation management and governance to address key ocean challenges."
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"school": "University of Western Australia",
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"First published in 1869, Nature is the world’s leading multidisciplinary science journal. Nature publishes the finest peer-reviewed research that drives ground-breaking discovery, and is read by thought-leaders and decision-makers around the world.",
"Science has been at the centre of important scientific discovery since its founding in 1880—with seed money from Thomas Edison. Today, Science continues to publish the very best in research across the sciences, with articles that consistently rank among the most cited in the world.",
"Ryan Lister; Daniel Poppe; Trung Nguyen; Sam Buckberry; Jahnvi Pflueger; Thomas Frazer; Dulce Vargas-Landin",
"Anna Waterreus; Vera A. Morgan; Assen V. Jablensky; Dieter B. Wildenauer; Jim van Os; Nan Dai; Qin Wenwen"
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},
{
"school": "University of Western Australia",
"name": "Research",
"url": "https://www.uwa.edu.au/research/reputation-governance/prizes",
"dept": "Contact us",
"person_links": 0,
"named_persons": [
"Professor Robin Warren",
"Dr Richard Barry Walley"
],
"leader_hint": null,
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"The Nobel Prize is a highly prestigious international award that recognizes outstanding contributions for humanity.",
"Awarded in 2005, Professor Barry J Marshall with the late Professor Robin Warren showed that Helicobacter pylori is the main cause of stomach and duodenal ulcers. This discovery was the first step in developing more effective treatments for ulcers and in understanding the causative link between H. pylori and stomach cancer.",
"Thanks to the pioneering discovery by Professor Marshall and Dr Warren, peptic ulcer disease is no longer a chronic, frequently disabling condition, but a disease that can be cured by a short regimen of antibiotics and acid secretion inhibitors.",
"The Fields Medal is awarded to recognize outstanding mathematical achievement for existing work and for the promise of future achievement."
],
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{
"school": "University of Western Australia",
"name": "Home",
"url": "https://www.uwa.edu.au/research/reputation-governance/research-case-studies",
"dept": "Contact us",
"person_links": 2,
"named_persons": [
"Professor Anna Nowak Deputy Vice"
],
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{
"school": "University of Western Australia",
"name": "Research",
"url": "https://www.uwa.edu.au/research/reputation-governance/rankings",
"dept": "Contact us",
"person_links": 0,
"named_persons": [
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"The five most recognised international university rankings demonstrate the growing strength of The University of Western Australia's research performance.",
"The ARWU first appeared in 2003. Although there have been some changes in the criteria used to rank universities, the ranking methodology has been fairly consistent since 2005.",
"While the ARWU provides a list of the top 500 universities world wide, only the top 100 are provided with a ranked position. The remaining institutions are ranked in bands of either 50 or 100.",
"However, as the ARWU provides a score for each indicator for all 500 universities, we are able to determine the ranked position of all institutions to a high degree of accuracy."
],
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{
"school": "University of Western Australia",
"name": "Research",
"url": "https://www.uwa.edu.au/research/reputation-governance/foreign-interference",
"dept": "Contact us",
"person_links": 0,
"named_persons": [
"Dr Richard Barry Walley"
],
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"The University of Western Australia is committed to increasing its international engagement, and to supporting its staff and students in managing risks that are associated with this.",
"UWA has structures and systems in place to helps its staff and students with these issues:",
"Legal obligations such as the Defence Trade Controls Act, Foreign Arrangements Scheme, Sanctions and similar"
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{
"school": "University of Western Australia",
"name": "Research",
"url": "https://www.uwa.edu.au/research/reputation-governance/ethics-and-integrity",
"dept": "Contact us",
"person_links": 0,
"named_persons": [
"Dr Richard Barry Walley"
],
"leader_hint": null,
"emails": [
"researchintegrity@uwa.edu.au",
"aeo@uwa.edu.au",
"humanethics@uwa.edu.au",
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"UWA undertakes trusted and trustworthy research involving people, animals and biological materials. UWA operates a Human Research Ethics Committee, Animal Research Committee and Biosafety Committee to ensure procedural and policy compliance with legislation and regulations.",
"The University and its staff and students are bound by the Australian Code for the Responsible Conduct of Research. The Code has broad relevance across all research disciplines, guiding institutions and researchers in responsible research practices. Staff in supervisory positions have a responsibility to ensure that staff and students engaged on research projects have the appropriate skills, experience, training, advice and support to conduct quality research, safely and responsibly.",
"We take seriously all concerns, including those that are made anonymously. We ask that all reports of concerns be made in good faith, confidentially and without malice. Complainants will, as far as practicable, be kept updated about the process of investigating and responding to their concerns.",
"You can email researchintegrity@uwa.edu.au or use our public complaint form."
],
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{
"school": "University of Western Australia",
"name": "Welcome to the UWA Profiles and Research Repository",
"url": "https://www.uwa.edu.au/research/reputation-governance/find-an-expert",
"dept": "Contact us",
"person_links": 0,
"named_persons": [],
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"emails": [
"staffsupport-lib@uwa.edu.au",
"hdrsupport-lib@uwa.edu.au"
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"The UWA Profiles and Research Repository is an open platform which facilitates the discovery of UWA publications and people. Use the Repository to find information on the research, teaching, funding and engagement of UWA staff and HDR students and to access UWA research outputs.",
"UWA staff and HDR students can use the login at the top right to update their profile.",
"For Repository assistance please visit the UWA Profiles and Research Repository Support guide.",
"In September 2015, 193 countries agreed to adopt a set of global goals to end poverty, protect the planet and ensure prosperity for all. Click on a goal to the right to explore how our researchers and their work are contributing towards achieving it."
],
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},
{
"school": "University of Western Australia",
"name": "Research",
"url": "https://www.uwa.edu.au/research/connect/consumer-community-involvement",
"dept": "Contact us",
"person_links": 0,
"named_persons": [
"Dr Richard Barry Walley"
],
"leader_hint": null,
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"direction_paras": [
"The University of Western Australia’s vision is to provide world-class education, research and community engagement for the advancement of the prosperity and welfare of our communities.",
"UWA has a long history of engagement with our community. We are committed to the involvement of consumers and community in the ideation, delivery and translation of research and innovation to ensure best practice research and outcomes. Ensuring researchers and academics have the opportunity to build their knowledge and skills in working with people with lived experience, together with investing in training and capacity building sets the University apart as a leader in the health, research and community sector.",
"UWA works closely with the WA Health and Translation Network CCIProgram to provide guidance, support and resources regarding consumer and community involvement (CCI) in research to our research community. Below is a summary of the ways in which UWA works with the CCIProgram to incorporate CCI into best practice research:"
],
"flag": ""
},
{
"school": "University of Western Australia",
"name": "Research",
"url": "https://www.uwa.edu.au/research/connect/events",
"dept": "Contact us",
"person_links": 0,
"named_persons": [
"Dr Richard Barry Walley"
],
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"The Research Impact Series showcases some of our key research and discoveries. Come and learn about the problems we are working on, and how research has contributed to change in our community.",
"The UWA Research Awards recognise excellence and allow us to celebrate UWA research and the staff who make that possible. The ceremony was held on 9 December 2025, and is available to view below along with the panel discussion from the event.",
"UWA 3MT finalists are sure to inspire you with their dynamic, engaging and accessible 3-minute account of their doctoral research topic and its significance. View the videos and find out who will represent UWA at the Asia-Pacific 3MT.",
"UWA VYT finalists are sure to inspire you with their creative 60-second, audio-visual explainer of their research and its significance. View the videos and find out who will represent UWA at the VYT international programme hosted by the University of Melbourne."
],
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{
"school": "University of Western Australia",
"name": "Research",
"url": "https://www.uwa.edu.au/research/connect/events/2024",
"dept": "Research",
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"The Research Impact Series showcases some of our key research and discoveries. Come and learn about the problems we are working on, and how research has contributed to change in our community.",
"The UWA Research Awards recognise excellence and allow us to celebrate UWA research and the staff who make that possible. The ceremony was held on 9 December 2025, and is available to view below along with the panel discussion from the event.",
"UWA 3MT finalists are sure to inspire you with their dynamic, engaging and accessible 3-minute account of their doctoral research topic and its significance. View the videos and find out who will represent UWA at the Asia-Pacific 3MT.",
"UWA VYT finalists are sure to inspire you with their creative 60-second, audio-visual explainer of their research and its significance. View the videos and find out who will represent UWA at the VYT international programme hosted by the University of Melbourne."
],
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{
"school": "University of Western Australia",
"name": "Research",
"url": "https://www.uwa.edu.au/research/connect/events/2025",
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"The Research Impact Series showcases some of our key research and discoveries. Come and learn about the problems we are working on, and how research has contributed to change in our community.",
"The UWA Research Awards recognise excellence and allow us to celebrate UWA research and the staff who make that possible. The ceremony was held on 9 December 2025, and is available to view below along with the panel discussion from the event.",
"UWA 3MT finalists are sure to inspire you with their dynamic, engaging and accessible 3-minute account of their doctoral research topic and its significance. View the videos and find out who will represent UWA at the Asia-Pacific 3MT.",
"UWA VYT finalists are sure to inspire you with their creative 60-second, audio-visual explainer of their research and its significance. View the videos and find out who will represent UWA at the VYT international programme hosted by the University of Melbourne."
],
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},
{
"school": "University of Western Australia",
"name": "Partners and Community",
"url": "https://www.uwa.edu.au/research/connect/industry-partnerships",
"dept": "Contact us",
"person_links": 3,
"named_persons": [
"Dr Richard Barry Walley"
],
"leader_hint": null,
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"direction_paras": [
"If you’re ready to innovate and transform your business, UWA’s experts can help you. We deliver tangible benefits to our partners, helping to:",
"Analysis by EY for Universities Australia shows the strong return on investment from business-university partnerships. For every dollar invested in these clever collaborations, there's an average four times return to the business.",
"As one of the world’s elite, research-intensive universities, we are recognised for resolving real-world challenges that are critical to the planet and its people. We will work with you to understand your business, its challenges and your ideas, and collaborate on creating knowledge to drive your business and industry forward.",
"We are in the top 1% of the world's universities, and are leaders in fields including agriculture, earth sciences, engineering, medicine and psychology. Explore our strengths and research pursuits."
],
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"school": "University of Western Australia",
"name": "Research",
"url": "https://www.uwa.edu.au/research/connect/policies-guidelines",
"dept": "Contact us",
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"Please refer to the University policies and other resources regarding research conduct:"
],
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{
"school": "University of Western Australia",
"name": "Study",
"url": "https://www.uwa.edu.au/study/explore-courses/higher-degree-by-research/graduate-research-school",
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"When you embark on a Higher Degree by Research (HDR) at UWA, you will be welcomed into our Graduate Research School (GRS) where you will discover a broad range of support services to help you meet the challenges of a research degree.",
"1% Research-intensive university ranked in the top 1% of the world. QS World University Rankings 2025",
"The transition into a research degree can be both challenging and exciting. You will need to be prepared to apply yourself with a much higher level of independent thinking, project planning and networking.",
"The Graduate Research School provides induction, candidature advice, assistance and professional development opportunities to ensure you can make the most of your research journey."
],
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"school": "University of Western Australia",
"name": "Study",
"url": "https://www.uwa.edu.au/study/explore-courses/higher-degree-by-research/researcher-development-academy",
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"The RDA connects researchers, develops the capabilities needed for success in a rapidly changing world, and advances UWA's leadership in researcher development through innovative research and practice.",
"HDR Candidates Build research skills, confidence and capability – from commencement to completion and beyond.",
"Build research skills, confidence and capability – from commencement to completion and beyond.",
"HDR Supervisors Access training, resources and programs to support high quality, evidence-informed practice."
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"school": "University of Western Australia",
"name": "Study",
"url": "https://www.uwa.edu.au/study/explore-courses/higher-degree-by-research/grs-internship",
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"Shape the future with research-driven solutions Research internships are more than a student placement. They bring highly skilled PhD candidates together with organisations to build future-ready research capability, tackle complex challenges and accelerate translation by connecting doctoral expertise with defined real-world needs to drive what’s next.",
"At UWA, research internships are an integral part of the PhD and a platform for collaboration, capability building and innovation.",
"Whether you are an organisation seeking research expertise, a candidate extending your work beyond the university, or a supervisor supporting impact, start here and choose your pathway below.",
"222 Participating organisations UWA Graduate Research School internship records (at 8 Apr 2026)"
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"Policy and Procedures for HDR Students Undertaking Internships [101KB DOC]",
"UWA policy on Research Integrity [policy no. UP20/6] operationalises the principles and practices of the Australian Code for the Responsible Conduct of Research at UWA and includes:",
"University Policy on: Review and Appeal of Academic Decisions for Courses Managed by the Graduate Research School",
"Send an enquiry Get in touch with our Graduate Research School team and submit an online enquiry. Submit enquiry"
],
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{
"school": "University of Western Australia",
"name": "Study",
"url": "https://www.uwa.edu.au/study/explore-courses/higher-degree-by-research/robert-street-prize",
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"Dr Jack Thompson",
"Dr Jessica King",
"Dr Matt Hepburn",
"Dr Charlie Mc",
"Dr India Ella Dilkes-",
"Dr Michael Wheeler",
"Dr Rowan Lymbery",
"Dr Karl Grob",
"Dr Clint Bracknell",
"Dr Munawar Hayat",
"Dr Benjamin Grafton",
"Dr Tracy Kinsella",
"Dr Daniel Creedon"
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"The Robert Street Prize is awarded for the most outstanding thesis for the degree of Doctor of Philosophy each year.",
"The award honours the career of Emeritus Professor Robert Street, AO, Vice-Chancellor of The University of Western Australia (1978-86) and eminent physicist.",
"View the recipients of the Robert Street Prize over the years and read their winning thesis.",
"Send an enquiry Get in touch with our Graduate Research School team and submit an online enquiry. Submit enquiry"
],
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"school": "University of Western Australia",
"name": "Study",
"url": "https://www.uwa.edu.au/study/explore-courses/higher-degree-by-research/board-of-graduate-research-school-dean-list",
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"In recognition of an outstanding thesis, Board Members nominate the thesis for an Honourable Mention in the Board of the Graduate Research School Dean's List.",
"PhD theses that are awarded the prize are automatically shortlisted for the Robert Street Prize - a prize awarded for the most outstanding contribution to its field in a given year.",
"Send an enquiry Get in touch with our Graduate Research School team and submit an online enquiry. Submit enquiry",
"Get in touch with our Graduate Research School team and submit an online enquiry."
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"school": "University of Western Australia",
"name": "Research",
"url": "https://www.uwa.edu.au/research/institutes-centres/entities",
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"Collaboration through research institutes and centres, ranging from large-scale multidisciplinary institutes to more focused research centres, allows UWA staff to partner with industry, government and researchers globally to address today’s problems and those of the future.",
"View our collaborative research entities and view the full list of UWA research entities below.",
"View our full list of research entities below. For all enquiries, please contact us.",
"The Elizabeth Rutherford Memorial Centre for the Advancement of Research on Motion (CARE)"
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{
"school": "University of Western Australia",
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"The University of Western Australia (UWA) High Performance Computing (HPC) Team is here to provide support and resources to meet the UWA research community computational requirements. We have an on-premises HPC cluster, Kaya, that offers a core HPC functionality and is available to researchers to help scale workflows to solve large computation problems. The team can assist with the development and migration of computational workflows that can be scaled to run on Kaya or other compute resources.",
"HPC is the application of tools, technology, and workflows to solve large computational problems. Such problems may be manipulation of large datasets, solving complex computational problems, or most commonly, a combination of the two.",
"The HPC team has experience with an extensive number of software applications and can assist getting your code running on the Kaya system.",
"Our team can help with developing the compute applications to run on the national computing facilities such as the Pawsey Supercomputing Research Centre or at the National Computational Infrastructure."
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{
"school": "University of Western Australia",
"name": "Research",
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"The X-ray Diffraction (XRD) facility at the University of Western Australia provides characterisation of crystalline materials that contain atoms, ions, or molecules which are arranged in a highly ordered, repeating three-dimensional structure. X-ray diffraction techniques are suitable for powder, clay, and single crystal samples.",
"XRD is a widely used and essential technique that allows us to analyse the internal structure of crystalline materials. Developed in the early 20th century, XRD works by directing X-rays at a sample and measuring the distribution of waves (the diffraction pattern) that results. This process reveals important details about a material’s atomic arrangement. Understanding this atomic arrangement is crucial as it influences a material's fundamental properties, such as its solubility, stability, and overall performance",
"Drug development: knowing the precise crystalline structure of a pharmaceutical compound can impact its solubility and bioavailability, ensuring the drug works effectively in the body.",
"Materials science: understanding the atomic arrangement helps in developing new materials with desired properties, such as stronger alloys or more efficient semiconductors. This non-destructive technique is essential across diverse industries, including geology"
],
"flag": "facility/service?"
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{
"school": "University of Western Australia",
"name": "Gingin Gravity Precinct",
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"The Gingin Gravity Precinct is situated on the Swan Coastal Plain, 80km north of Perth and UWA’s campus. Established in 1998 with support of the Western Australian Government, the 4.7-hectare site is surrounded by natural woodland with high species diversity.",
"The Precinct hosts The Zadko Observatory and University of Western Australia’s OzGrav node, an ARC Centre for Excellence. It is also home to the Gravity Discovery Centre and Observatory, an independent, not-for-profit science education centre.",
"The Zadko Observatory is home to the Zadko Telescope, a 1-metre f/4 robotic telescope initially funded by a generous donation from James Zadko. It is the only metre class facility in Australia dedicated to automated follow-up imaging of alerts or triggers received from different external instruments/detectors.",
"It plays a niche role in Australian and global astronomy as it is located at a longitude not covered by other metre class facilities and provides an important resource for time-critical projects, and observations by the Zadko contributed to the discovery of gravitational waves produced by a neutron star collision."
],
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{
"school": "University of Western Australia",
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"Animal Care Services (ACS) supports biological and biomedical research projects in a range of contained housing environments and research facilities for laboratory animals, including other domestic species.",
"Specific Pathogen Free (SPF) and disease free, genetically validated animals are supported by the well-regulated and contained environments provided by ACS.",
"ACS is proudly an AAALAC accredited program. ACS was awarded fuIl accreditation in 2014, reaccreditation in 2017 and again in 2023 – highlighting both the commitment to outstanding research and best practice for animal care and wellbeing outcomes.",
"Support and services for housing, conditioning and management of laboratory animals"
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products/uwa-edu-au__groups2.json
+728
View File
@@ -0,0 +1,728 @@
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{
"school": "University of Western Australia",
"name": "Research",
"title_name": "Clean energy transition and sustainable resources",
"url": "https://www.uwa.edu.au/research/strengths/clean-energy-transition-and-sustainable-resources",
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"We are leading the way to power the transition to sustainable resource management and an emission-free energy future. From wave, tidal and offshore wind energy to resourcing critical minerals and effective energy storage systems, we're paving the way to deliver the best practices in sustainability.",
"Our research at UWA is unlocking best practices to protect our ecosystems. Projects cover multi-disciplinary areas and tackle challenges for systems.",
"Our researchers are developing practical solutions to the challenges of Australia’s energy transition. UWA researchers bring significant expertise and capabilities to the design and testing of new renewable energy technologies, effective energy storage systems, and provide policy recommendations that support low-carbon energy solutions.",
"Our renewable energy expertise spans marine renewables, biomass, geothermal, photovoltaics, electrical vehicles, and microgrids. Our aim is to develop new knowledge and advanced technologies for efficient, effective, and environmentally friendly fuel and energy use in the resources industries."
],
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{
"school": "University of Western Australia",
"name": "Research",
"title_name": "Health and biotechnology",
"url": "https://www.uwa.edu.au/research/strengths/health-and-biotechnology",
"dept": "THE UNIVERSITY OF WESTERN AUSTRALIA",
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"Professor Archa Fox Professor School",
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"At UWA, we are committed to pioneering research that leads to better health outcomes and improved wellbeing for individuals and communities.",
"From personalised medicine to mental health breakthroughs, we’re focused on innovation and optimism that drives better healthcare into the future.",
"Led by world-class researchers, our multi-disciplinary teams focus on finding the best solutions to the most challenging health questions.",
"We are at the forefront of research to enhance our collective understanding of disease mechanisms and processes, and interventions. Our researchers investigate medical microbiology, tropical infectious diseases and public and environmental health microbiology to enhance our knowledge of infection, immunity and pharmacology."
],
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{
"school": "University of Western Australia",
"name": "Research",
"title_name": "Frontier technologies",
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"dept": "THE UNIVERSITY OF WESTERN AUSTRALIA",
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"Our research pushes boundaries to explore new and emerging technologies that aim to provide the best solutions to the world’s biggest challenges.",
"UWA has a strong track record in radio astronomy and engages with industry, government, community groups and organisations to translate our research into real-world benefits for society. Our research in data-intensive computing, engineering and technology supports core outcomes in radio astronomy and the Square Kilometre Array radio telescope project.",
"For more than 50 years, UWA has been actively involved in space research and developing technologies that advance our ability to operate from space and enhance and sustain life on earth. Our scientists collaborate across areas ranging from astrophysics to human anatomy and physiology to understand the effects of gravity and space on human physiology and plant biology.",
"ARC Centre of Excellence for All Sky Astrophysics in 3 Dimensions (ASTRO 3D)"
],
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{
"school": "University of Western Australia",
"name": "Research",
"title_name": "Our place - culture and heritage",
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"From research into social impact and Western Australian history, to rock art conservation and management, Muslim studies, or urban design, UWA works together with industry partners, local community organisations and government to understand and address our world’s critical issues.",
"UWA is committed to Indigenous-led, quality research that makes a positive contribution to Aboriginal and Torres Strait Islanders and academic communities. Our researchers engage with traditional custodians of the land, promoting a greater understanding of First Nations peoples’ culture and knowledge, and educating future Indigenous researchers. Find out more about Indigenous research at UWA.",
"Housed at UWA, the Berndt Museum is an Indigenous-led institution that holds one of the most significant collections of Aboriginal and Torres Strait Islander cultural material in the world.",
"Aboriginal and Torres Strait Islander Suicide Prevention Evaluation Project"
],
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{
"school": "University of Western Australia",
"name": "Research",
"title_name": "Indigenous research",
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"Welcome, the University of Western Australia is proud to be represented by our Indigenous and non-Indigenous researchers who are committed to progressing the welfare of Indigenous people, to preserving culture and history, and who look to promoting a greater level of understanding amongst all Australians.",
"The School of Indigenous Studies moved into their new home the Bilya Marlee building (meaning river of the Swan) in July 2020.",
"This new purpose-built facility is a key component within the southern precinct of the campus, and has improved the current student experience for the School of Indigenous Studies, the Centre for Aboriginal Medical and Dental Health and POCHE Centre for Indigenous Health.",
"Centre of Best Practice in Aboriginal and Torres Strait Islander Suicide Prevention"
],
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{
"school": "University of Western Australia",
"name": "Research",
"title_name": "Resilient environment and climate change",
"url": "https://www.uwa.edu.au/research/strengths/resilient-environment-and-climate-change",
"dept": "THE UNIVERSITY OF WESTERN AUSTRALIA",
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"In a world that faces increasing environmental challenges, UWA researchers play a critical role in seeking new ways to address issues such as habitat loss, biodiversity preservation and climate change.",
"From informing conservation efforts to food security, our research is leading the way in ensuring the health and resilience of terrestrial and aquatic life.",
"Our research at UWA is unlocking the secrets of interconnected ecosystems, both on land and within bodies of fresh and sea water. Projects cover multi-disciplinary areas and tackle challenges affecting living things and systems, spanning evolution and genetics, and plant biology and fisheries science.",
"Advancing transformative science to protect and develop sustainable use of our oceans has never been more important. Our research strengths include oceanography, deep-sea exploration, ecology, conservation management and governance to address key ocean challenges."
],
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},
{
"school": "University of Western Australia",
"name": "Research",
"title_name": "Nature and science journals",
"url": "https://www.uwa.edu.au/research/strengths/resilient-environment-and-climate-change/nature-science-journals",
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"First published in 1869, Nature is the world’s leading multidisciplinary science journal. Nature publishes the finest peer-reviewed research that drives ground-breaking discovery, and is read by thought-leaders and decision-makers around the world.",
"Science has been at the centre of important scientific discovery since its founding in 1880—with seed money from Thomas Edison. Today, Science continues to publish the very best in research across the sciences, with articles that consistently rank among the most cited in the world.",
"Ryan Lister; Daniel Poppe; Trung Nguyen; Sam Buckberry; Jahnvi Pflueger; Thomas Frazer; Dulce Vargas-Landin",
"Anna Waterreus; Vera A. Morgan; Assen V. Jablensky; Dieter B. Wildenauer; Jim van Os; Nan Dai; Qin Wenwen"
],
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{
"school": "University of Western Australia",
"name": "Research",
"title_name": "Prizes",
"url": "https://www.uwa.edu.au/research/reputation-governance/prizes",
"dept": "THE UNIVERSITY OF WESTERN AUSTRALIA",
"person_links": 0,
"named_persons": [
"Professor Robin Warren",
"Dr Richard Barry Walley"
],
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"The Nobel Prize is a highly prestigious international award that recognizes outstanding contributions for humanity.",
"Awarded in 2005, Professor Barry J Marshall with the late Professor Robin Warren showed that Helicobacter pylori is the main cause of stomach and duodenal ulcers. This discovery was the first step in developing more effective treatments for ulcers and in understanding the causative link between H. pylori and stomach cancer.",
"Thanks to the pioneering discovery by Professor Marshall and Dr Warren, peptic ulcer disease is no longer a chronic, frequently disabling condition, but a disease that can be cured by a short regimen of antibiotics and acid secretion inhibitors.",
"The Fields Medal is awarded to recognize outstanding mathematical achievement for existing work and for the promise of future achievement."
],
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},
{
"school": "University of Western Australia",
"name": "Home",
"title_name": "Research impact",
"url": "https://www.uwa.edu.au/research/reputation-governance/research-case-studies",
"dept": "THE UNIVERSITY OF WESTERN AUSTRALIA",
"person_links": 2,
"named_persons": [
"Professor Anna Nowak Deputy Vice"
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},
{
"school": "University of Western Australia",
"name": "Research",
"title_name": "Rankings",
"url": "https://www.uwa.edu.au/research/reputation-governance/rankings",
"dept": "THE UNIVERSITY OF WESTERN AUSTRALIA",
"person_links": 0,
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"The five most recognised international university rankings demonstrate the growing strength of The University of Western Australia's research performance.",
"The ARWU first appeared in 2003. Although there have been some changes in the criteria used to rank universities, the ranking methodology has been fairly consistent since 2005.",
"While the ARWU provides a list of the top 500 universities world wide, only the top 100 are provided with a ranked position. The remaining institutions are ranked in bands of either 50 or 100.",
"However, as the ARWU provides a score for each indicator for all 500 universities, we are able to determine the ranked position of all institutions to a high degree of accuracy."
],
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},
{
"school": "University of Western Australia",
"name": "Research",
"title_name": "Defence Trade Controls, Sanctions and Foreign Interference",
"url": "https://www.uwa.edu.au/research/reputation-governance/foreign-interference",
"dept": "THE UNIVERSITY OF WESTERN AUSTRALIA",
"person_links": 0,
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"The University of Western Australia is committed to increasing its international engagement, and to supporting its staff and students in managing risks that are associated with this.",
"UWA has structures and systems in place to helps its staff and students with these issues:",
"Legal obligations such as the Defence Trade Controls Act, Foreign Arrangements Scheme, Sanctions and similar"
],
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},
{
"school": "University of Western Australia",
"name": "Research",
"title_name": "Ethics and integrity",
"url": "https://www.uwa.edu.au/research/reputation-governance/ethics-and-integrity",
"dept": "THE UNIVERSITY OF WESTERN AUSTRALIA",
"person_links": 0,
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"Dr Richard Barry Walley"
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"emails": [
"researchintegrity@uwa.edu.au",
"aeo@uwa.edu.au",
"humanethics@uwa.edu.au",
"biosafety@uwa.edu.au",
"clinicaltrials-oor@uwa.edu.au"
],
"direction_paras": [
"UWA undertakes trusted and trustworthy research involving people, animals and biological materials. UWA operates a Human Research Ethics Committee, Animal Research Committee and Biosafety Committee to ensure procedural and policy compliance with legislation and regulations.",
"The University and its staff and students are bound by the Australian Code for the Responsible Conduct of Research. The Code has broad relevance across all research disciplines, guiding institutions and researchers in responsible research practices. Staff in supervisory positions have a responsibility to ensure that staff and students engaged on research projects have the appropriate skills, experience, training, advice and support to conduct quality research, safely and responsibly.",
"We take seriously all concerns, including those that are made anonymously. We ask that all reports of concerns be made in good faith, confidentially and without malice. Complainants will, as far as practicable, be kept updated about the process of investigating and responding to their concerns.",
"You can email researchintegrity@uwa.edu.au or use our public complaint form."
],
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},
{
"school": "University of Western Australia",
"name": "Welcome to the UWA Profiles and Research Repository",
"title_name": "Welcome to the UWA Profiles and Research Repository",
"url": "https://www.uwa.edu.au/research/reputation-governance/find-an-expert",
"dept": "THE UNIVERSITY OF WESTERN AUSTRALIA",
"person_links": 0,
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"emails": [
"staffsupport-lib@uwa.edu.au",
"hdrsupport-lib@uwa.edu.au"
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"The UWA Profiles and Research Repository is an open platform which facilitates the discovery of UWA publications and people. Use the Repository to find information on the research, teaching, funding and engagement of UWA staff and HDR students and to access UWA research outputs.",
"UWA staff and HDR students can use the login at the top right to update their profile.",
"For Repository assistance please visit the UWA Profiles and Research Repository Support guide.",
"In September 2015, 193 countries agreed to adopt a set of global goals to end poverty, protect the planet and ensure prosperity for all. Click on a goal to the right to explore how our researchers and their work are contributing towards achieving it."
],
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},
{
"school": "University of Western Australia",
"name": "Research",
"title_name": "Consumer and Community Involvement",
"url": "https://www.uwa.edu.au/research/connect/consumer-community-involvement",
"dept": "THE UNIVERSITY OF WESTERN AUSTRALIA",
"person_links": 0,
"named_persons": [
"Dr Richard Barry Walley"
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"The University of Western Australia’s vision is to provide world-class education, research and community engagement for the advancement of the prosperity and welfare of our communities.",
"UWA has a long history of engagement with our community. We are committed to the involvement of consumers and community in the ideation, delivery and translation of research and innovation to ensure best practice research and outcomes. Ensuring researchers and academics have the opportunity to build their knowledge and skills in working with people with lived experience, together with investing in training and capacity building sets the University apart as a leader in the health, research and community sector.",
"UWA works closely with the WA Health and Translation Network CCIProgram to provide guidance, support and resources regarding consumer and community involvement (CCI) in research to our research community. Below is a summary of the ways in which UWA works with the CCIProgram to incorporate CCI into best practice research:"
],
"flag": ""
},
{
"school": "University of Western Australia",
"name": "Research",
"title_name": "Events",
"url": "https://www.uwa.edu.au/research/connect/events",
"dept": "THE UNIVERSITY OF WESTERN AUSTRALIA",
"person_links": 0,
"named_persons": [
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"UWA VYT finalists are sure to inspire you with their creative 60-second, audio-visual explainer of their research and its significance. View the videos and find out who will represent UWA at the VYT international programme hosted by the University of Melbourne."
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"As one of the world’s elite, research-intensive universities, we are recognised for resolving real-world challenges that are critical to the planet and its people. We will work with you to understand your business, its challenges and your ideas, and collaborate on creating knowledge to drive your business and industry forward.",
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"View our full list of research entities below. For all enquiries, please contact us.",
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"We encourage any person to report any incident by, or toward, a member of the University community. It is possible to make an anonymous report, and it is possible to make a report without identifying any other person/people involved (find out more about possible limitations in our frequently asked questions). We also encourage students and staff to get support from University.",
"We encourage any person to report any incident of inappropriate behaviour by, or toward, a member of the University community. This includes current, former or prospective students or staff, as well as community members.",
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"name": "Study",
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"When you embark on a Higher Degree by Research (HDR) at UWA, you will be welcomed into our Graduate Research School (GRS) where you will discover a broad range of support services to help you meet the challenges of a research degree.",
"1% Research-intensive university ranked in the top 1% of the world. QS World University Rankings 2025",
"The transition into a research degree can be both challenging and exciting. You will need to be prepared to apply yourself with a much higher level of independent thinking, project planning and networking.",
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],
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"The RDA connects researchers, develops the capabilities needed for success in a rapidly changing world, and advances UWA's leadership in researcher development through innovative research and practice.",
"HDR Candidates Build research skills, confidence and capability – from commencement to completion and beyond.",
"Build research skills, confidence and capability – from commencement to completion and beyond.",
"HDR Supervisors Access training, resources and programs to support high quality, evidence-informed practice."
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"name": "Study",
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"At UWA, research internships are an integral part of the PhD and a platform for collaboration, capability building and innovation.",
"Whether you are an organisation seeking research expertise, a candidate extending your work beyond the university, or a supervisor supporting impact, start here and choose your pathway below.",
"222 Participating organisations UWA Graduate Research School internship records (at 8 Apr 2026)"
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"UWA policy on Research Integrity [policy no. UP20/6] operationalises the principles and practices of the Australian Code for the Responsible Conduct of Research at UWA and includes:",
"University Policy on: Review and Appeal of Academic Decisions for Courses Managed by the Graduate Research School",
"Send an enquiry Get in touch with our Graduate Research School team and submit an online enquiry. Submit enquiry"
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"school": "University of Western Australia",
"name": "Study",
"title_name": "Robert Street Prize",
"url": "https://www.uwa.edu.au/study/explore-courses/higher-degree-by-research/robert-street-prize",
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"Dr India Ella Dilkes-",
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"Dr Rowan Lymbery",
"Dr Karl Grob",
"Dr Clint Bracknell",
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"Dr Benjamin Grafton",
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"Dr Daniel Creedon"
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"The Robert Street Prize is awarded for the most outstanding thesis for the degree of Doctor of Philosophy each year.",
"The award honours the career of Emeritus Professor Robert Street, AO, Vice-Chancellor of The University of Western Australia (1978-86) and eminent physicist.",
"View the recipients of the Robert Street Prize over the years and read their winning thesis.",
"Send an enquiry Get in touch with our Graduate Research School team and submit an online enquiry. Submit enquiry"
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"name": "Study",
"title_name": "Board of GRS Dean's list",
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"In recognition of an outstanding thesis, Board Members nominate the thesis for an Honourable Mention in the Board of the Graduate Research School Dean's List.",
"PhD theses that are awarded the prize are automatically shortlisted for the Robert Street Prize - a prize awarded for the most outstanding contribution to its field in a given year.",
"Send an enquiry Get in touch with our Graduate Research School team and submit an online enquiry. Submit enquiry",
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"The University of Western Australia (UWA) High Performance Computing (HPC) Team is here to provide support and resources to meet the UWA research community computational requirements. We have an on-premises HPC cluster, Kaya, that offers a core HPC functionality and is available to researchers to help scale workflows to solve large computation problems. The team can assist with the development and migration of computational workflows that can be scaled to run on Kaya or other compute resources.",
"HPC is the application of tools, technology, and workflows to solve large computational problems. Such problems may be manipulation of large datasets, solving complex computational problems, or most commonly, a combination of the two.",
"The HPC team has experience with an extensive number of software applications and can assist getting your code running on the Kaya system.",
"Our team can help with developing the compute applications to run on the national computing facilities such as the Pawsey Supercomputing Research Centre or at the National Computational Infrastructure."
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"The X-ray Diffraction (XRD) facility at the University of Western Australia provides characterisation of crystalline materials that contain atoms, ions, or molecules which are arranged in a highly ordered, repeating three-dimensional structure. X-ray diffraction techniques are suitable for powder, clay, and single crystal samples.",
"XRD is a widely used and essential technique that allows us to analyse the internal structure of crystalline materials. Developed in the early 20th century, XRD works by directing X-rays at a sample and measuring the distribution of waves (the diffraction pattern) that results. This process reveals important details about a material’s atomic arrangement. Understanding this atomic arrangement is crucial as it influences a material's fundamental properties, such as its solubility, stability, and overall performance",
"Drug development: knowing the precise crystalline structure of a pharmaceutical compound can impact its solubility and bioavailability, ensuring the drug works effectively in the body.",
"Materials science: understanding the atomic arrangement helps in developing new materials with desired properties, such as stronger alloys or more efficient semiconductors. This non-destructive technique is essential across diverse industries, including geology"
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"school": "University of Western Australia",
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"The Gingin Gravity Precinct is situated on the Swan Coastal Plain, 80km north of Perth and UWA’s campus. Established in 1998 with support of the Western Australian Government, the 4.7-hectare site is surrounded by natural woodland with high species diversity.",
"The Precinct hosts The Zadko Observatory and University of Western Australia’s OzGrav node, an ARC Centre for Excellence. It is also home to the Gravity Discovery Centre and Observatory, an independent, not-for-profit science education centre.",
"The Zadko Observatory is home to the Zadko Telescope, a 1-metre f/4 robotic telescope initially funded by a generous donation from James Zadko. It is the only metre class facility in Australia dedicated to automated follow-up imaging of alerts or triggers received from different external instruments/detectors.",
"It plays a niche role in Australian and global astronomy as it is located at a longitude not covered by other metre class facilities and provides an important resource for time-critical projects, and observations by the Zadko contributed to the discovery of gravitational waves produced by a neutron star collision."
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{
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"Animal Care Services (ACS) supports biological and biomedical research projects in a range of contained housing environments and research facilities for laboratory animals, including other domestic species.",
"Specific Pathogen Free (SPF) and disease free, genetically validated animals are supported by the well-regulated and contained environments provided by ACS.",
"ACS is proudly an AAALAC accredited program. ACS was awarded fuIl accreditation in 2014, reaccreditation in 2017 and again in 2023 – highlighting both the commitment to outstanding research and best practice for animal care and wellbeing outcomes.",
"Support and services for housing, conditioning and management of laboratory animals"
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"Explore your creativity and shape the future of the built environment with Architecture and Design at UWA. Our courses blend innovation, sustainability, and technical expertise, preparing you for a dynamic career in architecture, landscape architecture, and urban design.",
"Our strong industry connections provide valuable networking opportunities, internships, and exposure to real-world challenges. Whether you aspire to design sustainable cities, heritage restorations, or cutting-edge structures, UWA will prepare you for success.",
"Hear from our student, Beau Robinson and Lecturer Ms Lara Pinho about their experiences learning and teaching architecture and design at UWA.",
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"Our courses cover essential areas such as economics, accounting, marketing, business analytics, human resource management, and more, providing the flexibility to tailor your degree to your career goals. Whether you aspire to work for multinational corporations, start your own business, or lead in government or non-profit organisations, a UWA degree will set you apart.",
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products/uwa-edu-au__groups_collected.json
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{
"school": "School of Humanities and Communication Arts",
"name": "Bilingualism Research Lab",
"url": "https://www.westernsydney.edu.au/schools/sohca/research/bilingualism-research-lab",
"university_and_centre": "Western Sydney University",
"direction": "bilingualism research: language processing, bilingual language acquisition and bilingualism in society",
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"recent5y_papers": null,
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},
{
"school": "School of Humanities and Communication Arts",
"name": "History at Western Sydney University",
"url": "https://www.westernsydney.edu.au/schools/sohca/research/history-at-western",
"university_and_centre": "Western Sydney University",
"direction": "research clusters and interests of history staff: Australian, Indigenous, global and public history",
"email": "",
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"recent5y_papers": null,
"flag": "",
"note": "研究领域聚合页 —— 判不准"
},
{
"school": "School of Humanities and Communication Arts",
"name": "Religion Research Initiative",
"url": "https://www.westernsydney.edu.au/schools/sohca/research/humanities-studies-research-collective",
"university_and_centre": "Western Sydney University",
"direction": "",
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"flag": "UNVERIFIED",
"note": "URL 指向 'humanities-studies-research-collective' 但页面 H1 为 'Religion Research Initiative'，正文仅 434 字符 —— 内容与 slug 不符，未验"
},
{
"school": "School of Humanities and Communication Arts",
"name": "Writing and Society Research Centre",
"url": "https://www.westernsydney.edu.au/writing-society",
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},
{
"school": "School of Humanities and Communication Arts",
"name": "Digital Humanities Research Initiative (DHRI)",
"url": "https://www.westernsydney.edu.au/digital-humanities-research-initiative",
"university_and_centre": "Western Sydney University",
"direction": "concerned with mediating between computing and humanities, and between technical and non-technical disciplines",
"email": "",
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"flag": "",
"note": "page self-describes as 'Initiative' — 判不准"
},
{
"school": "School of Built Environment",
"name": "Renewable Energy and Water",
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"direction": "renewable energy and water research within the School of Built Environment",
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},
{
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"name": "Urban Transformation",
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"university_and_centre": "Western Sydney University",
"direction": "urban transformation research: sustainable and equitable urban futures",
"email": "",
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},
{
"school": "School of Built Environment",
"name": "Digital Systems and Design",
"url": "https://www.westernsydney.edu.au/schools/built-environment/research/digital-systems-and-design",
"university_and_centre": "Western Sydney University",
"direction": "digital systems and design research in construction and the built environment",
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},
{
"school": "School of Built Environment",
"name": "Centre for Smart Modern Construction (c4SMC)",
"url": "https://www.westernsydney.edu.au/centre-for-smart-modern-construction",
"university_and_centre": "Western Sydney University",
"direction": "Industry Solutions as a Service: construction innovation and digitalisation research",
"email": "",
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"flag": "",
"note": "中心粒度 —— 判不准"
},
{
"school": "School of Computer, Data and Mathematical Sciences",
"name": "Computing for Sustainability and Equality",
"url": "https://www.westernsydney.edu.au/schools/socdms/research/computing-for-sustainability-and-equality",
"university_and_centre": "Western Sydney University",
"direction": "computing research addressing sustainability and social equality",
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},
{
"school": "School of Computer, Data and Mathematical Sciences",
"name": "Intelligent Decision-Making",
"url": "https://www.westernsydney.edu.au/schools/socdms/research/intelligent-decision-making",
"university_and_centre": "Western Sydney University",
"direction": "AI and data-driven decision-making research",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "School of Computer, Data and Mathematical Sciences",
"name": "Foundations, Algorithms and Discovery",
"url": "https://www.westernsydney.edu.au/schools/socdms/research/foundations-algorithms-and-discovery",
"university_and_centre": "Western Sydney University",
"direction": "theoretical computer science, algorithms and discovery research",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "School of Engineering",
"name": "Centre for Infrastructure Engineering (CIE)",
"url": "https://www.westernsydney.edu.au/cie",
"university_and_centre": "Western Sydney University",
"direction": "Engineering the Future: infrastructure engineering research",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "中心粒度 —— 判不准"
},
{
"school": "School of Engineering",
"name": "Centre for Advanced Manufacturing Technology (CfAMT)",
"url": "https://www.westernsydney.edu.au/schools/engineering/research/centre-for-advanced-manufacturing-technology",
"university_and_centre": "Western Sydney University",
"direction": "advanced manufacturing technology research",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "School of Engineering",
"name": "Intelligent Infrastructure Engineering",
"url": "https://www.westernsydney.edu.au/schools/engineering/research/intelligent-infrastructure-engineering",
"university_and_centre": "Western Sydney University",
"direction": "intelligent infrastructure engineering research",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "School of Engineering",
"name": "Advanced Manufacturing",
"url": "https://www.westernsydney.edu.au/schools/engineering/research/advanced-manufacturing",
"university_and_centre": "Western Sydney University",
"direction": "",
"email": "",
"email_source_url": " ",
"recent5y_papers": null,
"flag": "UNVERIFIED",
"note": "页面正文为空（len=165，模板壳）—— 未验"
},
{
"school": "School of Engineering",
"name": "Advanced Technologies for Human Machine Interface",
"url": "https://www.westernsydney.edu.au/schools/engineering/research/advanced-technologies-for-human-machine-interface",
"university_and_centre": "Western Sydney University",
"direction": "advanced technologies for human machine interface research",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "School of Health Sciences",
"name": "Public Health and Health Services",
"url": "https://www.westernsydney.edu.au/schools/sohs/research/public-health-and-health-services",
"university_and_centre": "Western Sydney University",
"direction": "public health and health services research",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "School of Health Sciences",
"name": "Sports, Health and Exercise Science",
"url": "https://www.westernsydney.edu.au/schools/sohs/research/sports-health-and-exercise-science",
"university_and_centre": "Western Sydney University",
"direction": "sport, health and exercise science research",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "School of Health Sciences",
"name": "Allied Health",
"url": "https://www.westernsydney.edu.au/schools/sohs/research/allied-health",
"university_and_centre": "Western Sydney University",
"direction": "allied health research",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "School of Medicine",
"name": "Neuroscience",
"url": "https://www.westernsydney.edu.au/schools/som/research/neuroscience",
"university_and_centre": "Western Sydney University",
"direction": "neuroscience research in the School of Medicine",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "School of Medicine",
"name": "Cancer",
"url": "https://www.westernsydney.edu.au/schools/som/research/cancer",
"university_and_centre": "Western Sydney University",
"direction": "cancer research in the School of Medicine",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "School of Medicine",
"name": "General Practice",
"url": "https://www.westernsydney.edu.au/schools/som/research/general-practice",
"university_and_centre": "Western Sydney University",
"direction": "general practice research in the School of Medicine",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "School of Psychology",
"name": "Clinical, Health and Neuropsychology",
"url": "https://www.westernsydney.edu.au/schools/sop/research/psychological-health-and-care-members",
"university_and_centre": "Western Sydney University",
"direction": "clinical, health and neuropsychology research theme (member list page)",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "研究主题 + 成员名单，页面无单一负责人 —— 判不准"
},
{
"school": "School of Psychology",
"name": "Perception, Cognition and Behaviour | Lifecycle & Development",
"url": "https://www.westernsydney.edu.au/schools/sop/research/perception-and-behaviour-members",
"university_and_centre": "Western Sydney University",
"direction": "perception, cognition, behaviour, lifecycle and development research theme (member list page)",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "研究主题 + 成员名单 —— 判不准"
},
{
"school": "School of Science",
"name": "Zoological Sciences",
"url": "https://www.westernsydney.edu.au/schools/sosc/research/zoological-sciences",
"university_and_centre": "Western Sydney University",
"direction": "zoological sciences research",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "School of Science",
"name": "Agriculture and Food Science",
"url": "https://www.westernsydney.edu.au/schools/sosc/research/agriculture-and-food-science",
"university_and_centre": "Western Sydney University",
"direction": "agriculture and food science research",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "School of Law",
"name": "School of Law research clusters / strengths",
"url": "https://www.westernsydney.edu.au/schools/sol/research/school-of-law-research-clusters",
"university_and_centre": "Western Sydney University",
"direction": "Our Researchers and Research Area Strengths — School of Law research clusters",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "cluster 粒度、无具名负责人 —— 判不准"
},
{
"school": "School of Social Sciences",
"name": "Humanitarian and Development Research Initiative (HADRI)",
"url": "https://www.westernsydney.edu.au/hadri",
"university_and_centre": "Western Sydney University",
"direction": "the nexus between human security and development ... understanding the complexity of development challenges and how they articulate with international humanitarian interventions",
"email": "HADRI@westernsydney.edu.au",
"email_source_url": "https://www.westernsydney.edu.au/hadri",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "School of Education",
"name": "Centre for Educational Research (CER)",
"url": "https://www.westernsydney.edu.au/cer",
"university_and_centre": "Western Sydney University",
"direction": "educational research across the School of Education",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": "中心粒度 —— 判不准"
},
{
"school": "University research institute",
"name": "Hawkesbury Institute for the Environment (HIE)",
"url": "https://www.westernsydney.edu.au/hie",
"university_and_centre": "Western Sydney University",
"direction": "environment research: climate, ecosystems, agriculture and soil",
"email": "hieinfo@westernsydney.edu.au",
"email_source_url": "https://www.westernsydney.edu.au/hie",
"recent5y_papers": null,
"flag": "REJECT",
"note": "研究所粒度（多研究主题、机构级）—— 大一级"
},
{
"school": "University research institute",
"name": "Institute for Culture and Society (ICS)",
"url": "https://www.westernsydney.edu.au/ics",
"university_and_centre": "Western Sydney University",
"direction": "Automated Worlds; Borders and Migration; Environment and Technology research programs",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "BORDERLINE",
"note": "研究所含 3+ research program —— 判不准"
},
{
"school": "University research institute",
"name": "The MARCS Institute for Brain, Behaviour and Development",
"url": "https://www.westernsydney.edu.au/marcs",
"university_and_centre": "Western Sydney University",
"direction": "transforming the understanding of the human brain and its complex processes - from birth through to old age",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "REJECT",
"note": "研究所粒度 —— 大一级"
},
{
"school": "University research institute",
"name": "Translational Health Research Institute (THRI)",
"url": "https://www.westernsydney.edu.au/thri",
"university_and_centre": "Western Sydney University",
"direction": "Chronic Disease Prevention and Management; Children's Health and Wellbeing; Health, Culture & Society; Mental Health & Wellbeing",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "REJECT",
"note": "研究所粒度 —— 大一级"
},
{
"school": "University research institute",
"name": "NICM Health Research Institute",
"url": "https://www.westernsydney.edu.au/nicmhri",
"university_and_centre": "Western Sydney University",
"direction": "NICM is Australia's leader in integrative and complementary medicine research and policy",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "REJECT",
"note": "研究所粒度 —— 大一级"
},
{
"school": "University research institute",
"name": "International Centre for Neuromorphic Systems (ICNS)",
"url": "https://www.westernsydney.edu.au/icns",
"university_and_centre": "Western Sydney University",
"direction": "active in the three main sensory domains of bio-inspired perception: visual, audio and tactile; neuromorphic processors",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "BORDERLINE",
"note": "中心粒度但方向单一、有团队 —— 判不准"
},
{
"school": "University research institute",
"name": "Young and Resilient Research Centre",
"url": "https://www.westernsydney.edu.au/young-and-resilient",
"university_and_centre": "Western Sydney University",
"direction": "works with children and young people around the world to generate evidence and channel their insights into policy and practice",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "University research institute",
"name": "Urban Transformations Research Centre (UTRC)",
"url": "https://www.westernsydney.edu.au/urban-transformations",
"university_and_centre": "Western Sydney University",
"direction": "To transform our communities and infrastructure into sustainable, equitable and resilient futures ... action-oriented research and innovation",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "BORDERLINE",
"note": "中心粒度 —— 判不准"
},
{
"school": "University research institute",
"name": "BabyLab",
"url": "https://www.westernsydney.edu.au/babylab",
"university_and_centre": "Western Sydney University",
"direction": "infant temperament and development research; BabyLab researchers",
"email": "",
"email_source_url": "",
"recent5y_papers": null,
"flag": "",
"note": ""
},
{
"school": "University research institute",
"name": "Centre for Western Sydney",
"url": "https://www.westernsydney.edu.au/centre-for-western-sydney",
"university_and_centre": "Western Sydney University",
"direction": "",
"email": "",
"email_source_url": " ",
"recent5y_papers": null,
"flag": "UNVERIFIED",
"note": "页面返回 404: This page is unavailable —— 未验"
},
{
"school": "School of Nursing and Midwifery",
"name": "School of Nursing and Midwifery research",
"url": "https://www.westernsydney.edu.au/schools/sonm/research",
"university_and_centre": "Western Sydney University",
"direction": "",
"email": "",
"email_source_url": " ",
"recent5y_papers": null,
"flag": "UNVERIFIED",
"note": "页面正文为空（len=165）—— 未验"
},
{
"school": "School of Business",
"name": "School of Business research",
"url": "https://www.westernsydney.edu.au/schools/sobus/research",
"university_and_centre": "Western Sydney University",
"direction": "",
"email": "",
"email_source_url": " ",
"recent5y_papers": null,
"flag": "UNVERIFIED",
"note": "页面正文为空（len=165）—— 未验"
}
]
products/york__groups.json
+5702
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products/york__groups_five_fields_sample.json
+802
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@@ -0,0 +1,802 @@
[
{
"url": "york.ac.uk/archaeology/research/research-centres/bioarch",
"name": "BIOARCH: A CENTRE OF EXCELLENCE IN BIOARCHAEOLOGY",
"group_name": "BIOARCH: A CENTRE OF EXCELLENCE IN BIOARCHAEOLOGY",
"university_and_centre": "University of York",
"direction": "BioArCh has a unique concentration of expertise in bioarchaeology, with internationally recognised strengths in the analysis of human, animal and plant remains and molecular techniques - proteins, lipids, DNA and stable isotopes.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/language-linguistic-science/research/centres/caslc/#:~:text=The%20Centre%20for%20Advanced%20Studies,research%2C%20activities%2C%20and%20members.",
"name": "CENTRE FOR ADVANCED STUDIES IN LANGUAGE AND COMMUNICATION",
"group_name": "CENTRE FOR ADVANCED STUDIES IN LANGUAGE AND COMMUNICATION",
"university_and_centre": "University of York",
"direction": "Research Phonetics and Phonology Sociolinguistics Language History and Language Diversity Forensic Speech Science Syntax Conversation analysis Psycholinguistics University research themes Projects Research centres York Papers in L",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/archaeology/research/research-centres/centre-for-artefacts-and-materials-analysis",
"name": "CENTRE FOR ARTEFACTS AND MATERIALS ANALYSIS",
"group_name": "CENTRE FOR ARTEFACTS AND MATERIALS ANALYSIS",
"university_and_centre": "University of York",
"direction": "Global leaders in the application of state-of-the art methods used to study archaeological materials and artefacts throughout the ages.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/archaeology/research/research-centres/centre-for-conservation-studies",
"name": "CENTRE FOR CONSERVATION STUDIES",
"group_name": "CENTRE FOR CONSERVATION STUDIES",
"university_and_centre": "University of York",
"direction": "Leaders in research, education and training in the conservation of cultural heritage",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/digital-heritage",
"name": "CENTRE FOR DIGITAL HERITAGE",
"group_name": "CENTRE FOR DIGITAL HERITAGE",
"university_and_centre": "University of York",
"direction": "Bringing the past to life with the latest digital technologies.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/digital-innovation-philanthropy-fundraising",
"name": "CENTRE FOR DIGITAL INNOVATION IN PHILANTHROPY AND FUNDRAISING",
"group_name": "CENTRE FOR DIGITAL INNOVATION IN PHILANTHROPY AND FUNDRAISING",
"university_and_centre": "University of York",
"direction": "Developing digital innovation technologies for the benefit of the charity sector",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/ceem",
"name": "CENTRE FOR ENERGY EFFICIENT MATERIALS",
"group_name": "CENTRE FOR ENERGY EFFICIENT MATERIALS",
"university_and_centre": "University of York",
"direction": "The University of York's Centre for Energy Efficient Materials (CEEM) is a world-class research institute for advanced materials synthesis, characterisation and predictive modelling.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/che",
"name": "CENTRE FOR HEALTH ECONOMICS",
"group_name": "CENTRE FOR HEALTH ECONOMICS",
"university_and_centre": "University of York",
"direction": "A ground-breaking research institute with global impact.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/chapa",
"name": "CENTRE FOR HIGH ALTITUDE PLATFORM APPLICATIONS",
"group_name": "CENTRE FOR HIGH ALTITUDE PLATFORM APPLICATIONS",
"university_and_centre": "University of York",
"direction": "Developing novel uses for high altitude platform infrastructures.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/chym",
"name": "CENTRE FOR HYPERPOLARISATION IN MAGNETIC RESONANCE",
"group_name": "CENTRE FOR HYPERPOLARISATION IN MAGNETIC RESONANCE",
"university_and_centre": "University of York",
"direction": "World-class research facilities sponsored by the Wellcome Trust and Wolfson Foundation",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/medieval-studies",
"name": "CENTRE FOR MEDIEVAL STUDIES",
"group_name": "CENTRE FOR MEDIEVAL STUDIES",
"university_and_centre": "University of York",
"direction": "Internationally-recognised for the study of the Middle Ages, with diverse teaching and research across the humanities and beyond.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/biology/centrefornovelagriculturalproducts",
"name": "CENTRE FOR NOVEL AGRICULTURAL PRODUCTS",
"group_name": "CENTRE FOR NOVEL AGRICULTURAL PRODUCTS",
"university_and_centre": "University of York",
"direction": "Using world-leading bioscience to provide sustainable supplies of food, energy and chemicals.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/crd",
"name": "CENTRE FOR REVIEWS AND DISSEMINATION",
"group_name": "CENTRE FOR REVIEWS AND DISSEMINATION",
"university_and_centre": "University of York",
"direction": "A world renowned institute producing policy relevant research using innovative methods to improve population health.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/biology/research/centre-of-excellence-for-anaerobic-digestion",
"name": "CENTRE OF EXCELLENCE FOR ANAEROBIC DIGESTION",
"group_name": "CENTRE OF EXCELLENCE FOR ANAEROBIC DIGESTION",
"university_and_centre": "University of York",
"direction": "Transforming the potential of anaerobic digestion, to create a cleaner future.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/business-society/research/spsw/vulnerability-policing-futures-research-centre",
"name": "ESRC VULNERABILITY & POLICING FUTURES RESEARCH CENTRE",
"group_name": "ESRC VULNERABILITY & POLICING FUTURES RESEARCH CENTRE",
"university_and_centre": "University of York",
"direction": "The Vulnerability & Policing Futures Research Centre aims to reshape how the police and other organisations work together in order to reduce harm among vulnerable people in society.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/hrc",
"name": "HUMANITIES RESEARCH CENTRE",
"group_name": "HUMANITIES RESEARCH CENTRE",
"university_and_centre": "University of York",
"direction": "The hub for interdisciplinary research and postgraduate life in the arts and humanities.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/ipup",
"name": "Institute for the Public Understanding of the Past",
"group_name": "Institute for the Public Understanding of the Past",
"university_and_centre": "University of York",
"direction": "Working with local, regional and national organisations",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/igdc",
"name": "INTERDISCIPLINARY GLOBAL DEVELOPMENT CENTRE",
"group_name": "INTERDISCIPLINARY GLOBAL DEVELOPMENT CENTRE",
"university_and_centre": "University of York",
"direction": "Promoting interdisciplinary research and partnerships to address pressing global development challenges.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/biology/jack-birch-unit",
"name": "THE JACK BIRCH UNIT",
"group_name": "THE JACK BIRCH UNIT",
"university_and_centre": "University of York",
"direction": "Pioneering cutting-edge cancer research at the University of York.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/anthropocene-biodiversity",
"name": "Leverhulme Centre for Anthropocene Biodiversity",
"group_name": "Leverhulme Centre for Anthropocene Biodiversity",
"university_and_centre": "University of York",
"direction": "World-leading interdisciplinary research into the complexities of biodiversity change in the Anthropocene, funded by the Leverhulme Trust",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/business-society/research/social-work/mental-health-social-care-research-centre",
"name": "MENTAL HEALTH SOCIAL CARE RESEARCH CENTRE",
"group_name": "MENTAL HEALTH SOCIAL CARE RESEARCH CENTRE",
"university_and_centre": "University of York",
"direction": "The Mental Health Social Care Research Centre conducts research to help improve the lives of those experiencing challenges with their mental health.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "robostar.cs.york.ac.uk",
"name": "RoboStar",
"group_name": "RoboStar",
"university_and_centre": "University of York",
"direction": "RoboStar is a centre of excellence dedicated to research and technology transfer in the area of Software Engineering for Robotics. Research and development covers various aspects of model-based software engineering: modelling, sim",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/satsu",
"name": "SCIENCE AND TECHNOLOGY STUDIES UNIT",
"group_name": "SCIENCE AND TECHNOLOGY STUDIES UNIT",
"university_and_centre": "University of York",
"direction": "Research at the intersections of science, technology and society.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/narrative-studies",
"name": "THE INTERDISCIPLINARY CENTRE FOR NARRATIVE STUDIES",
"group_name": "THE INTERDISCIPLINARY CENTRE FOR NARRATIVE STUDIES",
"university_and_centre": "University of York",
"direction": "Dialogue across the arts and humanities, sciences and social sciences",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/morrell-centre",
"name": "THE MORRELL CENTRE FOR LEGAL AND POLITICAL PHILOSOPHY",
"group_name": "THE MORRELL CENTRE FOR LEGAL AND POLITICAL PHILOSOPHY",
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"direction": "The University of York has been home to the Centre, which is generously funded by the C and J B Morrell Trust, since 1980.",
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"url": "york.ac.uk/nanocentre",
"name": "THE YORK JEOL NANOCENTRE",
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"university_and_centre": "University of York",
"direction": "The YORK Nanocentre provides access to facilities and services for materials research and teaching on the nanoscale. Our aim is to support interdisciplinary research across academia and industry.",
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"dept": ""
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{
"url": "york.ac.uk/education/research/uyseg",
"name": "UNIVERSITY OF YORK SCIENCE EDUCATION GROUP",
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"university_and_centre": "University of York",
"direction": "Research Centre for Advanced Studies in Language and Education Centre for Research on Education and Social Justice Psychology in Education Research Centre University of York Science Education Group About UYSEG Studying with us Peo",
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"dept": ""
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{
"url": "york.ac.uk/politics/conflict-security",
"name": "YORK CENTRE FOR CONFLICT AND SECURITY",
"group_name": "YORK CENTRE FOR CONFLICT AND SECURITY",
"university_and_centre": "University of York",
"direction": "Welcome to the York Centre for Conflict and Security (YCCS), a major new interdisciplinary centre for research and practice examining Global Security Challenges and the causes of international and civil conflicts around the world.",
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"dept": ""
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{
"url": "york.ac.uk/chemistry/research/ysbl",
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"direction": "An award-winning laboratory with a global reputation.",
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"dept": ""
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{
"url": "york.ac.uk/architecture/research/centre-for-architecture-urbanism-global-heritage/architectural-urban-heritage",
"name": "ARCHITECTURAL AND URBAN HERITAGE",
"group_name": "ARCHITECTURAL AND URBAN HERITAGE",
"university_and_centre": "University of York",
"direction": "How have cities and architecture evolved and transformed? We study architecture from a range of historic periods that help communicate the rich history of societies, cultures and human civilisations.",
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"dept": ""
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{
"url": "york.ac.uk/history-of-art/research/british-art",
"name": "BRITISH ART",
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"university_and_centre": "University of York",
"direction": "Our international community of scholars explores the art of the British Isles and associated historical territories from late antiquity to the present day.",
"email": "",
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"dept": ""
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{
"url": "york.ac.uk/language-linguistic-science/research/conversation-analysis",
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"university_and_centre": "University of York",
"direction": "The Conversation Analysis and Interactional Linguistics research group investigates language use in naturally occurring social interaction across diverse languages such as English, Finnish, Mandarin, Persian and settings such as m",
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"url": "york.ac.uk/chemistry/research/atmospheric-chemistry",
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"university_and_centre": "University of York",
"direction": "Our group combines world-class measurement science, in both laboratory and field, with theory and modelling, to bring insight into fundamental atmospheric processes and develop evidence and insight to deliver cleaner air, lower em",
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"url": "york.ac.uk/chemistry/research/chemical-structural-biology",
"name": "CHEMICAL AND STRUCTURAL BIOLOGY",
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"direction": "This theme focuses on the structure and function in biological macromolecules and their assemblies, seeking where possible to exploit these systems for medical or industrial advantage.",
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"dept": ""
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{
"url": "york.ac.uk/chemistry/research/digital-chemistry",
"name": "DIGITAL CHEMISTRY",
"group_name": "DIGITAL CHEMISTRY",
"university_and_centre": "University of York",
"direction": "Digital approaches to chemistry are becoming increasingly important, from robots performing chemical synthesis to machine learning supporting the interpretation of mass spectra. This theme brings together people working in these a",
"email": "",
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"dept": ""
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{
"url": "york.ac.uk/chemistry/research/green-synthesis-catalysis",
"name": "GREEN SYNTHESIS AND CATALYSIS FOR A SUSTAINABLE FUTURE",
"group_name": "GREEN SYNTHESIS AND CATALYSIS FOR A SUSTAINABLE FUTURE",
"university_and_centre": "University of York",
"direction": "We develop and implement green and sustainable chemistry into environmentally responsible products and processes. Our work often centres on catalysis, a powerful tool for precisely controlling chemical transformations to create mo",
"email": "",
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"url": "york.ac.uk/chemistry/research/functional-materials",
"name": "FUNCTIONAL MATERIALS",
"group_name": "FUNCTIONAL MATERIALS",
"university_and_centre": "University of York",
"direction": "We develop and study materials that provide solutions for engineering, healthcare, energy, optoelectronics, personal care and catalysis applications.",
"email": "",
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"dept": ""
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{
"url": "york.ac.uk/chemistry/research/technologies-for-molecular-measurement",
"name": "TECHNOLOGIES FOR MOLECULAR MEASUREMENT",
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"university_and_centre": "University of York",
"direction": "We develop and apply cutting-edge methods to understand the composition, structure and dynamics of matter using techniques covering the full range of time- and size-scales relevant to chemical and biochemical systems.",
"email": "",
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"dept": ""
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{
"url": "york.ac.uk/computer-science/research/groups/artificial-intelligence",
"name": "ARTIFICIAL INTELLIGENCE RESEARCH GROUP",
"group_name": "ARTIFICIAL INTELLIGENCE RESEARCH GROUP",
"university_and_centre": "University of York",
"direction": "In the modern world, we generate large and diverse datasets describing all kinds of systems in the real and virtual worlds.",
"email": "",
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"dept": ""
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{
"url": "york.ac.uk/computer-science/research/groups/automated-software-engineering",
"name": "AUTOMATED SOFTWARE ENGINEERING RESEARCH GROUP",
"group_name": "AUTOMATED SOFTWARE ENGINEERING RESEARCH GROUP",
"university_and_centre": "University of York",
"direction": "We develop novel methods and tools for automated model-driven analysis, design, development, deployment, and management of complex software-intensive systems.",
"email": "will.r.wei@gmail.com",
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"dept": ""
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{
"url": "york.ac.uk/computer-science/research/groups/cyber-security-and-privacy",
"name": "CYBER SECURITY AND PRIVACY RESEARCH GROUP",
"group_name": "CYBER SECURITY AND PRIVACY RESEARCH GROUP",
"university_and_centre": "University of York",
"direction": "The Cyber Security and Privacy Group conducts research in the design and analysis of systems to increase the security of information and communications and further preserve the privacy of the users of these systems.",
"email": "",
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"dept": ""
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{
"url": "york.ac.uk/computer-science/research/groups/high-integrity-systems",
"name": "HIGH INTEGRITY SYSTEMS RESEARCH GROUP",
"group_name": "HIGH INTEGRITY SYSTEMS RESEARCH GROUP",
"university_and_centre": "University of York",
"direction": "Our research focuses on safety-critical software development and assurance across multiple domains, including emerging autonomous technologies.",
"email": "",
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"dept": ""
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{
"url": "york.ac.uk/computer-science/research/groups/human-computer-interaction",
"name": "HUMAN COMPUTER INTERACTION RESEARCH GROUP",
"group_name": "HUMAN COMPUTER INTERACTION RESEARCH GROUP",
"university_and_centre": "University of York",
"direction": "The HCI Group at York aims to do internationally leading research into the interaction between people and digital systems.",
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"dept": ""
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{
"url": "york.ac.uk/computer-science/research/groups/quantum-information",
"name": "QUANTUM INFORMATION RESEARCH GROUP",
"group_name": "QUANTUM INFORMATION RESEARCH GROUP",
"university_and_centre": "University of York",
"direction": "The Quantum Information Group is deeply engaged in a broad spectrum of research areas critical to the advancement of quantum technology",
"email": "",
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"dept": ""
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{
"url": "york.ac.uk/computer-science/research/groups/real-time-distributed-systems",
"name": "REAL-TIME AND DISTRIBUTED SYSTEMS RESEARCH GROUP",
"group_name": "REAL-TIME AND DISTRIBUTED SYSTEMS RESEARCH GROUP",
"university_and_centre": "University of York",
"direction": "The Real-Time and Distributed Systems research group is concerned with fundamental and applied research into the development and analysis of systems where the distributed nature of the computation, the need for communication and c",
"email": "",
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"dept": ""
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{
"url": "york.ac.uk/computer-science/research/groups/software-engineering-for-robotics",
"name": "SOFTWARE ENGINEERING FOR ROBOTICS RESEARCH GROUP",
"group_name": "SOFTWARE ENGINEERING FOR ROBOTICS RESEARCH GROUP",
"university_and_centre": "University of York",
"direction": "Our research group is the hub of a centre of excellence, called RoboStar.",
"email": "",
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"dept": ""
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{
"url": "york.ac.uk/computer-science/research/groups/vision-graphics-and-learning",
"name": "VISION, GRAPHICS AND LEARNING RESEARCH GROUP",
"group_name": "VISION, GRAPHICS AND LEARNING RESEARCH GROUP",
"university_and_centre": "University of York",
"direction": "Computer vision is the problem of understanding or extracting useful information from images, for example, reconstructing 3D models or recognising objects and faces.",
"email": "",
"recent_5y_papers": null,
"dept": ""
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{
"url": "york.ac.uk/environment-geography/research/kite",
"name": "KITE Projects",
"group_name": "KITE Projects",
"university_and_centre": "University of York",
"direction": "Research Securing a biodiverse planet Delivering clean, green environments Creating a climate resilient world Creating sustainable and equitable food, energy and water systems Stewarding transitions and transformations to sustaina",
"email": "has536@York.ac.uk",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/environment-geography/research/interiors-facility",
"name": "WOLFSON INTERIORS FACILITY",
"group_name": "WOLFSON INTERIORS FACILITY",
"university_and_centre": "University of York",
"direction": "Everybody is aware that we are exposed to air pollution outdoors, such as from vehicle emissions, but they are less aware that we are also exposed to air pollutants when indoors.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/health-sciences/research/cardiac",
"name": "THE CARDIOVASCULAR HEALTH RESEARCH GROUP (CHRG)",
"group_name": "THE CARDIOVASCULAR HEALTH RESEARCH GROUP (CHRG)",
"university_and_centre": "University of York",
"direction": "Research Research Overview Cardiac Care and Education NACR Self-Management of Cardiovascular Disease Research Our Staff Epidemiology and Cancer Statistics Health Services and Policy Mental Health and Addiction Public Health and So",
"email": "",
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"dept": ""
},
{
"url": "york.ac.uk/health-sciences/research/ecsg",
"name": "EPIDEMIOLOGY AND CANCER STATISTICS GROUP",
"group_name": "EPIDEMIOLOGY AND CANCER STATISTICS GROUP",
"university_and_centre": "University of York",
"direction": "We are an innovative multi-disciplinary research group at the forefront of applied population-based research.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/health-sciences/research/health-policy",
"name": "HEALTH SERVICES AND POLICY RESEARCH GROUP",
"group_name": "HEALTH SERVICES AND POLICY RESEARCH GROUP",
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"direction": "Research Research Overview Cardiac Care and Education Epidemiology and Cancer Statistics Health Services and Policy News Our staff Our research Mental Health and Addiction Public Health and Society Trials and Statistics Nursing an",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/health-sciences/research/mental-health",
"name": "MENTAL HEALTH AND ADDICTION",
"group_name": "MENTAL HEALTH AND ADDICTION",
"university_and_centre": "University of York",
"direction": "Welcome to the York Mental Health and Addiction Research Group (MHARG)",
"email": "",
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"dept": ""
},
{
"url": "york.ac.uk/health-sciences/research/public-health",
"name": "PUBLIC HEALTH AND SOCIETY RESEARCH GROUP",
"group_name": "PUBLIC HEALTH AND SOCIETY RESEARCH GROUP",
"university_and_centre": "University of York",
"direction": "Research Research Overview Cardiac Care and Education Epidemiology and Cancer Statistics Health Services and Policy Mental Health and Addiction Public Health and Society News Our research Completed Projects Themes Our staff Trials",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/health-sciences/research/nursing-midwifery-research",
"name": "NURSING AND MIDWIFERY RESEARCH",
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"university_and_centre": "University of York",
"direction": "Research Research Overview Cardiac Care and Education Epidemiology and Cancer Statistics Health Services and Policy Mental Health and Addiction Public Health and Society Trials and Statistics Nursing and midwifery research Centre ",
"email": "",
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"dept": ""
},
{
"url": "york.ac.uk/physics-engineering-technology/research/communication-technologies",
"name": "COMMUNICATION TECHNOLOGIES",
"group_name": "COMMUNICATION TECHNOLOGIES",
"university_and_centre": "University of York",
"direction": "Communication is no longer just between humans face-to-face or at a distance, but is increasingly between devices and systems, delivering new interactive applications and services.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/physics-engineering-technology/research/nuclear",
"name": "NUCLEAR PHYSICS",
"group_name": "NUCLEAR PHYSICS",
"university_and_centre": "University of York",
"direction": "Our research is primarily focused on experimental studies into various aspects of the structure of nuclei and nuclear processes, including reactions of relevance to nuclear astrophysics.",
"email": "",
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"dept": ""
},
{
"url": "york.ac.uk/physics-engineering-technology/research/challenging-environments",
"name": "CHALLENGING ENVIRONMENTS",
"group_name": "CHALLENGING ENVIRONMENTS",
"university_and_centre": "University of York",
"direction": "Challenging environments are all around us and require specialised approaches to understand and mitigate their effects, allowing people, devices and systems to operate safely and effectively.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/business-society/research/accounting-finance-and-actuarial-science",
"name": "ACCOUNTING, FINANCE AND ACTUARIAL SCIENCE",
"group_name": "ACCOUNTING, FINANCE AND ACTUARIAL SCIENCE",
"university_and_centre": "University of York",
"direction": "Our research explores a broad range of the sub-disciplines of accounting, finance and actuarial science (AFAS), including distinctive focuses on the public good, financial regulation, environmental responsibility and development o",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/business-society/research/people-work-employment",
"name": "PEOPLE, WORK AND EMPLOYMENT",
"group_name": "PEOPLE, WORK AND EMPLOYMENT",
"university_and_centre": "University of York",
"direction": "The People, Work and Employment (PWE) group is home to a diverse group of researchers whose expertise spans a wide array of topics related to the theory and practice of people at work, and the nature and lived experience of work a",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/business-society/research/management-and-organisation",
"name": "MANAGEMENT AND ORGANISATION STUDIES",
"group_name": "MANAGEMENT AND ORGANISATION STUDIES",
"university_and_centre": "University of York",
"direction": "Our research critically explores the complexity of modern organisations, examining issues that range from professional services and public sector management to the psychosocial dimensions of work.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/business-society/research/marketing-international-business-entrepreneurship",
"name": "MARKETING, INTERNATIONAL BUSINESS AND ENTREPRENEURSHIP",
"group_name": "MARKETING, INTERNATIONAL BUSINESS AND ENTREPRENEURSHIP",
"university_and_centre": "University of York",
"direction": "We contribute to the development of marketing and international business strategies, sustainable business practices, and inclusive entrepreneurial ecosystems, and are at the forefront of research on social enterprises and fair-tra",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/business-society/research/social-policy",
"name": "SOCIAL POLICY",
"group_name": "SOCIAL POLICY",
"university_and_centre": "University of York",
"direction": "Focusing on major global challenges, our Social Policy research is committed to addressing social inequalities and delivering positive change.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/business-society/research/social-work",
"name": "SOCIAL WORK",
"group_name": "SOCIAL WORK",
"university_and_centre": "University of York",
"direction": "We produce high-quality, impactful social work research that helps individuals, practitioners and policymakers to address the real world challenges that people experience throughout their lives.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/business-society/research/operations-strategy-governance",
"name": "OPERATIONS, STRATEGY AND GOVERNANCE",
"group_name": "OPERATIONS, STRATEGY AND GOVERNANCE",
"university_and_centre": "University of York",
"direction": "Our research explores how businesses, government and non-profit organisations adapt and innovate in response to complex political, economic, ecological and social challenges.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/business-society/research/vulnerability-policing-futures-research-centre",
"name": "ESRC VULNERABILITY & POLICING FUTURES RESEARCH CENTRE",
"group_name": "ESRC VULNERABILITY & POLICING FUTURES RESEARCH CENTRE",
"university_and_centre": "University of York",
"direction": "The Vulnerability & Policing Futures Research Centre aims to reshape how the police and other organisations work together in order to reduce harm among vulnerable people in society.",
"email": "",
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"dept": ""
},
{
"url": "york.ac.uk/business-society/research/management/we-lead",
"name": "CENTRE FOR WOMEN’S ENTERPRISE, LEADERSHIP, ECONOMY AND DIVERSITY",
"group_name": "CENTRE FOR WOMEN’S ENTERPRISE, LEADERSHIP, ECONOMY AND DIVERSITY",
"university_and_centre": "University of York",
"direction": "At WE LEAD, we work collaboratively with our key stakeholders and partners to bring about change and promote enterprise for all.",
"email": "",
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"dept": ""
},
{
"url": "york.ac.uk/economics/research/econometrics",
"name": "ECONOMETRICS",
"group_name": "ECONOMETRICS",
"university_and_centre": "University of York",
"direction": "Our cluster has a wide range of research interests in both econometric theory and applied econometrics.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/economics/research/economic-theory",
"name": "ECONOMIC THEORY",
"group_name": "ECONOMIC THEORY",
"university_and_centre": "University of York",
"direction": "Our cluster provides a vibrant research environment for economic theory.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/economics/research/health-economics",
"name": "HEALTH ECONOMICS",
"group_name": "HEALTH ECONOMICS",
"university_and_centre": "University of York",
"direction": "York houses one of the largest concentrations of health economics researchers in the world.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/economics/research/macroeconomics-and-finance",
"name": "MACROECONOMICS AND FINANCE",
"group_name": "MACROECONOMICS AND FINANCE",
"university_and_centre": "University of York",
"direction": "The Macro-Finance cluster research focuses on understanding risks in the macroeconomy and financial markets, promoting informed policy decisions that enhance societal welfare. This mission is pursued through two primary themes:",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/economics/research/political-economy",
"name": "ECONOMIC HISTORY AND POLITICAL ECONOMY",
"group_name": "ECONOMIC HISTORY AND POLITICAL ECONOMY",
"university_and_centre": "University of York",
"direction": "We conduct research on the interface between economics, politics, and history.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/law/research/administrative-fairness-lab",
"name": "ADMINISTRATIVE FAIRNESS LAB",
"group_name": "ADMINISTRATIVE FAIRNESS LAB",
"university_and_centre": "University of York",
"direction": "The Lab’s mission is to build evidence-based understanding of how law and process shape the performance of frontline public services, and explore new avenues for achieving improvements in how services are delivered.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/law/research/social-welfare-administrative-justice",
"name": "SOCIAL WELFARE AND ADMINISTRATIVE JUSTICE",
"group_name": "SOCIAL WELFARE AND ADMINISTRATIVE JUSTICE",
"university_and_centre": "University of York",
"direction": "Investigating how law shapes access to public services - from social security, housing, and planning to employment and migration - this group explores how legal frameworks work when people need them most.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/law/research/rights-in-crisis",
"name": "RIGHTS IN CRISIS",
"group_name": "RIGHTS IN CRISIS",
"university_and_centre": "University of York",
"direction": "At York Law School, we seek to make visible the everyday lived reality of violence, conflict, migration, and other crisis situations, and to understand, at a granular level and critically, how the law responds to, and therefore sh",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/politics/research/comparative-politics",
"name": "COMPARATIVE POLITICS",
"group_name": "COMPARATIVE POLITICS",
"university_and_centre": "University of York",
"direction": "Our research explores a wide range of topics including comparative political institutions and policies, political behaviour, democratisation processes, political parties, and state design.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/politics/research/international-studies",
"name": "INTERNATIONAL STUDIES",
"group_name": "INTERNATIONAL STUDIES",
"university_and_centre": "University of York",
"direction": "Our cluster produces leading, innovative research that addresses some of the most significant historical and contemporary questions in international politics across a wide range of regions, including Asia, Latin America, Africa, a",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/politics/research/political-economy-and-development",
"name": "POLITICAL ECONOMY AND DEVELOPMENT",
"group_name": "POLITICAL ECONOMY AND DEVELOPMENT",
"university_and_centre": "University of York",
"direction": "Our cluster works at the intersection of politics and economics at global, national and local levels.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/politics/research/political-theory",
"name": "POLITICAL THEORY",
"group_name": "POLITICAL THEORY",
"university_and_centre": "University of York",
"direction": "Our cluster explores the political ideas that have shaped the world we live in, analyses its deep structures of power and offers normative guidance concerning both political processes and substantive political decisions.",
"email": "",
"recent_5y_papers": null,
"dept": ""
},
{
"url": "york.ac.uk/crd/research/york-technology-assessment-group",
"name": "YORK TECHNOLOGY ASSESSMENT GROUP",
"group_name": "YORK TECHNOLOGY ASSESSMENT GROUP",
"university_and_centre": "University of York",
"direction": "The NIHR Technology Assessment Reviews (TAR) programme enables rapid commissioning of Health Technology Assessments (HTAs) to respond to the urgent needs of the National Institute for Health and Care Excellence (NICE).",
"email": "",
"recent_5y_papers": null,
"dept": ""
}
]
products/york_v2__groups.json
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tasks/TEMPLATE_v3.md
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# 课题组采集 · 完备性 · __SCHOOL__ · Manager 2026-09-24
## 0. 先读方法件（**不要重新发明方法**）
**`/Users/jun/Codes/prodream/.worklogs/groups-dept/METHOD.md`** —— 那是活的采集方法，
本波照它做。**重点看 §1「入口发现」与 §6「反面清单」。**
一句话：
> **找「组目录」，不要枚举 URL。**
> 官方院系导航 → 各院系 `/research/` → **该页上的「组目录」**（`research-groups` / `research-centres` /
> `groups` / `institutes` / `labs`，**最高价值是「每个组由一位 PI 带」的目录**）。
> **入口 20–60 个/校** —— 不是 sitemap 里的上万条。
**参考已跑通的**：`REPORT.md`（Bristol 切片）· `finding_edinburgh_v2.md`（完备性标杆）、
`finding_anu_v2.md` / `finding_qub_v2.md`（最近两所）。
---
## 1. 本波只做这一所：**__SCHOOL__**
---
## 2. 交付（**门槛，不是"尽量"**）
1. **院系台账（缺一行 = 没做完）**
`院系（全部）| research 入口 URL | 状态（取到 / 取不到：<原因>）| 组数`
—— 院系清单从**学校官方导航**拿（`/faculties/`、`/schools-departments/`、`/about/structure` 之类）；
**给出枚举来源 URL 与总数**；**`未取页 = 0`**
2. **全量候选产物**（五字段：课题组名称 / 所在大学及研究中心 / 研究方向 / 联系邮箱 / 最近五年论文数=null）
—— **启发式自动抽，不逐条判**
3. **随机抽 30 条逐条开页面核** → **准确率** + **假阳性类型** + **能否定点修掉**
- 准确率 **≥90% 且类型集中** ⇒ 定点修那一类，**全量直接用，不再逐页核**
4. **合理性校验**：`组数 ÷ 院系数`。**比值荒谬地低 ⇒ 回头找「组目录」那一层**（不是去爬更多 URL）
5. **反例 / 判不准 / 未验清单**（各自附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（`<slug>_v3__groups.json` + `finding_<slug>_v3.md`）。
---
## 3. 判据与字段（摘要；**细则在 METHOD.md §2，以它为准**）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。**
> 大一级（institute / theme / cluster / 校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」—— 你去看那句话。**
| 字段 | 取法 |
|---|---|
| 课题组名称 | 该组**自己页面**的 H1（无 H1 用 `<title>`；JS 渲染/表格行用目录里的官方组名并标来源） |
| 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 最近五年论文数 | null |
---
## 4. ⚠️ 并行安全（出过事故，必须照做）
5 个 worker 曾挤在**同一个 Space 的同一个 page** 上 ⇒ 297 页跨校串页、整批作废。
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的 `newPage()`**，**不要共用 p1**
3. **每取一页校验 `page.url()` 与目标一致**；不一致 ⇒ 废掉重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 5. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未取到：<URL> + <错误原文>」。**判不准的贴出来，不要归类掉。**
5. **只做这一所学校。**
6. **不要从 sitemap 全量枚举 URL**（METHOD.md §6 反面清单第一条）。
## 6. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_all_ANU.md
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# 课题组逐院系 · 完备性重做 · 澳大利亚国立大学（ANU）· `anu.edu.au`
前一轮 28 条候选、受时间盒截断。⚠️ Pure 里没有研究组这一层（已实证），完全靠院系站。 · Manager 2026-09-23
## 0. 为什么全部重做（实测数据）
用户裁定：**所有学校都要补一遍。**
**依据**：5 所已按完备性重做的学校，数字对比 ——
| 学校 | 重做前 | 重做后 | 倍数 |
|---|---|---|---|
| 爱丁堡 | 22 | **643** | **29×** |
| 曼彻斯特 | 未开始 | **268**（32 院系） | — |
| 伯明翰 | 32 | **258**（未取页=0） | **8×** |
| 圣安德鲁斯 | 34 | **178** | 5× |
| 西澳 | 0 | **154**（组/系 7.0） | — |
**⇒ "逐院系枚举不全"是系统性的，不是个别学校。没重做的数都不可信。**
**先读**：`/Users/jun/Codes/prodream/.worklogs/groups-dept/` 下
`REPORT.md`（布里斯托切片）· `finding_edinburgh_v2.md`（**完备性标杆，照它的做法**）。
---
## 1. 本波只做这一所：**澳大利亚国立大学（ANU）· `anu.edu.au`
前一轮 28 条候选、受时间盒截断。⚠️ Pure 里没有研究组这一层（已实证），完全靠院系站。**
---
## 2. 完备性门槛（**硬门槛，不是"尽量"**）
### 2.1 必交台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- 院系清单 = 该校**全部**（从官方 faculties/schools/departments 导航 + Sub-units A-Z 拿）
- **给出枚举来源 URL 与总数**
- **`未取页 = 0`**：要么取到，要么有"取不到"的证据（404 / 重定向 / 空壳 / 反爬）
### 2.2 子域 / 外站**必须跟**
爱丁堡实测跟了 **117 个子域 + 39 个外站** —— 不跟就整块漏。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验
`组数 ÷ 枚举到的院系数`。基准：伦敦布里斯托 ≈5.8 / 爱丁堡 ≈25.7（**因校而异，不比大小，只看是否荒谬地低**）。
**比值明显偏低 ⇒ 往下挖一层**：该校院系是不是把研究组织成 theme/centre（大一级，不收），
而底下挂着更细的**具名组**（尤其留意 **"each led by a Principal Investigator"** 这类 PI-group 目录 ——
爱丁堡漏掉的就是四个 PI 目录，其中一个就有 140 条）。
**确认"再下一层没有组"必须贴原文结构作证。**
---
## 3. ⚡ 效率：**启发式自动抽 + 抽样核 30 条**（用户明确要求，不要迂腐）
用户原话：
> 「不需要你六百多条逐页核实呀…**你随便抽样一小部分，确认它是 OK 的，那就可以用了呗**。
> **你肯定要去找这种最高效的方式啊。启发式的方式。**」
### 第一步：启发式自动抽（**全量，不逐页判**）
机械判据批抽：有独立页面 + 页面里有**具名的人**（title 含 Prof/Dr 或 person 链接）
+ **有方向文字块** + 名字不是「索引页/课程/项目/学生群体/讲座系列」。
自述含 `federation` / `N academics` / 校级研究所 ⇒ 标 `big`；**标 `big` 页面里点名的内层组再收一层**。
### 第二步：**随机抽 30 条**逐条开页面核（**这是质量证据**）
给：**准确率** · 假的那几条**属于哪一类**（附页面原文）· 该类型**能否定点修掉**
### 第三步：二选一
- 准确率 **≥90% 且假阳性类型集中** ⇒ **定点修那一类，全量直接用**。抽样 30 条写进报告当证据。
**不要再逐页核。**
- 假阳性散、类型不集中 ⇒ 才扩大抽样
**省下的时间全部用来把院系覆盖做全 —— 那才是真正的缺口。**
---
## 4. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。** 大一级（institute/theme/cluster/校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 5. ⚠️ 并行安全（前面出过事故）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**，整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标一致**；不一致 ⇒ 该页作废重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 6. 交付
1. **完备性台账**（全部院系）+ 枚举来源 URL 与院系数
2. **子域/外站清单**
3. **全量候选产物**（五字段，启发式抽的）
4. **抽样 30 条逐条判定表** + **准确率** + **假阳性类型与定点修法**
5. **反例 / 判不准 / 未验清单**（附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（加 `_v2` 后缀避免覆盖旧的）。
---
## 7. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。判不准的贴出来。
5. **只做这一所学校。**
## 8. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_all_BATH.md
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# 课题组逐院系 · 完备性重做 · 巴斯大学（University of Bath）· `bath.ac.uk`
前一轮 76 组。 · Manager 2026-09-23
## 0. 为什么全部重做（实测数据）
用户裁定：**所有学校都要补一遍。**
**依据**：5 所已按完备性重做的学校，数字对比 ——
| 学校 | 重做前 | 重做后 | 倍数 |
|---|---|---|---|
| 爱丁堡 | 22 | **643** | **29×** |
| 曼彻斯特 | 未开始 | **268**（32 院系） | — |
| 伯明翰 | 32 | **258**（未取页=0） | **8×** |
| 圣安德鲁斯 | 34 | **178** | 5× |
| 西澳 | 0 | **154**（组/系 7.0） | — |
**⇒ "逐院系枚举不全"是系统性的，不是个别学校。没重做的数都不可信。**
**先读**：`/Users/jun/Codes/prodream/.worklogs/groups-dept/` 下
`REPORT.md`（布里斯托切片）· `finding_edinburgh_v2.md`（**完备性标杆，照它的做法**）。
---
## 1. 本波只做这一所：**巴斯大学（University of Bath）· `bath.ac.uk`
前一轮 76 组。**
---
## 2. 完备性门槛（**硬门槛，不是"尽量"**）
### 2.1 必交台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- 院系清单 = 该校**全部**（从官方 faculties/schools/departments 导航 + Sub-units A-Z 拿）
- **给出枚举来源 URL 与总数**
- **`未取页 = 0`**：要么取到，要么有"取不到"的证据（404 / 重定向 / 空壳 / 反爬）
### 2.2 子域 / 外站**必须跟**
爱丁堡实测跟了 **117 个子域 + 39 个外站** —— 不跟就整块漏。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验
`组数 ÷ 枚举到的院系数`。基准：伦敦布里斯托 ≈5.8 / 爱丁堡 ≈25.7（**因校而异，不比大小，只看是否荒谬地低**）。
**比值明显偏低 ⇒ 往下挖一层**：该校院系是不是把研究组织成 theme/centre（大一级，不收），
而底下挂着更细的**具名组**（尤其留意 **"each led by a Principal Investigator"** 这类 PI-group 目录 ——
爱丁堡漏掉的就是四个 PI 目录，其中一个就有 140 条）。
**确认"再下一层没有组"必须贴原文结构作证。**
---
## 3. ⚡ 效率：**启发式自动抽 + 抽样核 30 条**（用户明确要求，不要迂腐）
用户原话：
> 「不需要你六百多条逐页核实呀…**你随便抽样一小部分，确认它是 OK 的，那就可以用了呗**。
> **你肯定要去找这种最高效的方式啊。启发式的方式。**」
### 第一步：启发式自动抽（**全量，不逐页判**）
机械判据批抽：有独立页面 + 页面里有**具名的人**（title 含 Prof/Dr 或 person 链接）
+ **有方向文字块** + 名字不是「索引页/课程/项目/学生群体/讲座系列」。
自述含 `federation` / `N academics` / 校级研究所 ⇒ 标 `big`；**标 `big` 页面里点名的内层组再收一层**。
### 第二步：**随机抽 30 条**逐条开页面核（**这是质量证据**）
给：**准确率** · 假的那几条**属于哪一类**（附页面原文）· 该类型**能否定点修掉**
### 第三步：二选一
- 准确率 **≥90% 且假阳性类型集中** ⇒ **定点修那一类，全量直接用**。抽样 30 条写进报告当证据。
**不要再逐页核。**
- 假阳性散、类型不集中 ⇒ 才扩大抽样
**省下的时间全部用来把院系覆盖做全 —— 那才是真正的缺口。**
---
## 4. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。** 大一级（institute/theme/cluster/校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 5. ⚠️ 并行安全（前面出过事故）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**，整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标一致**；不一致 ⇒ 该页作废重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 6. 交付
1. **完备性台账**（全部院系）+ 枚举来源 URL 与院系数
2. **子域/外站清单**
3. **全量候选产物**（五字段，启发式抽的）
4. **抽样 30 条逐条判定表** + **准确率** + **假阳性类型与定点修法**
5. **反例 / 判不准 / 未验清单**（附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（加 `_v2` 后缀避免覆盖旧的）。
---
## 7. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。判不准的贴出来。
5. **只做这一所学校。**
## 8. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_all_BOND.md
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# 课题组逐院系 · 完备性重做 · 邦德大学（Bond University）· `bond.edu.au`
前一轮 19 条。 · Manager 2026-09-23
## 0. 为什么全部重做（实测数据）
用户裁定：**所有学校都要补一遍。**
**依据**：5 所已按完备性重做的学校，数字对比 ——
| 学校 | 重做前 | 重做后 | 倍数 |
|---|---|---|---|
| 爱丁堡 | 22 | **643** | **29×** |
| 曼彻斯特 | 未开始 | **268**（32 院系） | — |
| 伯明翰 | 32 | **258**（未取页=0） | **8×** |
| 圣安德鲁斯 | 34 | **178** | 5× |
| 西澳 | 0 | **154**（组/系 7.0） | — |
**⇒ "逐院系枚举不全"是系统性的，不是个别学校。没重做的数都不可信。**
**先读**：`/Users/jun/Codes/prodream/.worklogs/groups-dept/` 下
`REPORT.md`（布里斯托切片）· `finding_edinburgh_v2.md`（**完备性标杆，照它的做法**）。
---
## 1. 本波只做这一所：**邦德大学（Bond University）· `bond.edu.au`
前一轮 19 条。**
---
## 2. 完备性门槛（**硬门槛，不是"尽量"**）
### 2.1 必交台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- 院系清单 = 该校**全部**（从官方 faculties/schools/departments 导航 + Sub-units A-Z 拿）
- **给出枚举来源 URL 与总数**
- **`未取页 = 0`**：要么取到，要么有"取不到"的证据（404 / 重定向 / 空壳 / 反爬）
### 2.2 子域 / 外站**必须跟**
爱丁堡实测跟了 **117 个子域 + 39 个外站** —— 不跟就整块漏。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验
`组数 ÷ 枚举到的院系数`。基准：伦敦布里斯托 ≈5.8 / 爱丁堡 ≈25.7（**因校而异，不比大小，只看是否荒谬地低**）。
**比值明显偏低 ⇒ 往下挖一层**：该校院系是不是把研究组织成 theme/centre（大一级，不收），
而底下挂着更细的**具名组**（尤其留意 **"each led by a Principal Investigator"** 这类 PI-group 目录 ——
爱丁堡漏掉的就是四个 PI 目录，其中一个就有 140 条）。
**确认"再下一层没有组"必须贴原文结构作证。**
---
## 3. ⚡ 效率：**启发式自动抽 + 抽样核 30 条**（用户明确要求，不要迂腐）
用户原话：
> 「不需要你六百多条逐页核实呀…**你随便抽样一小部分，确认它是 OK 的，那就可以用了呗**。
> **你肯定要去找这种最高效的方式啊。启发式的方式。**」
### 第一步：启发式自动抽（**全量，不逐页判**）
机械判据批抽：有独立页面 + 页面里有**具名的人**（title 含 Prof/Dr 或 person 链接）
+ **有方向文字块** + 名字不是「索引页/课程/项目/学生群体/讲座系列」。
自述含 `federation` / `N academics` / 校级研究所 ⇒ 标 `big`；**标 `big` 页面里点名的内层组再收一层**。
### 第二步：**随机抽 30 条**逐条开页面核（**这是质量证据**）
给：**准确率** · 假的那几条**属于哪一类**（附页面原文）· 该类型**能否定点修掉**
### 第三步：二选一
- 准确率 **≥90% 且假阳性类型集中** ⇒ **定点修那一类，全量直接用**。抽样 30 条写进报告当证据。
**不要再逐页核。**
- 假阳性散、类型不集中 ⇒ 才扩大抽样
**省下的时间全部用来把院系覆盖做全 —— 那才是真正的缺口。**
---
## 4. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。** 大一级（institute/theme/cluster/校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 5. ⚠️ 并行安全（前面出过事故）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**，整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标一致**；不一致 ⇒ 该页作废重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 6. 交付
1. **完备性台账**（全部院系）+ 枚举来源 URL 与院系数
2. **子域/外站清单**
3. **全量候选产物**（五字段，启发式抽的）
4. **抽样 30 条逐条判定表** + **准确率** + **假阳性类型与定点修法**
5. **反例 / 判不准 / 未验清单**（附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（加 `_v2` 后缀避免覆盖旧的）。
---
## 7. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。判不准的贴出来。
5. **只做这一所学校。**
## 8. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_all_BRISTOL.md
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@@ -0,0 +1,139 @@
# 课题组逐院系 · 完备性重做 · 布里斯托大学（University of Bristol）· `bristol.ac.uk`
切片已做 174 组（组/系 ≈5.8，方法论基准）。
⚠️ **但爱丁堡从 22 变 643 说明基准本身也可能偏低** —— 复验：学院站之外还有没有 PI-group 目录。 · Manager 2026-09-23
## 0. 为什么全部重做（实测数据）
用户裁定：**所有学校都要补一遍。**
**依据**：5 所已按完备性重做的学校，数字对比 ——
| 学校 | 重做前 | 重做后 | 倍数 |
|---|---|---|---|
| 爱丁堡 | 22 | **643** | **29×** |
| 曼彻斯特 | 未开始 | **268**（32 院系） | — |
| 伯明翰 | 32 | **258**（未取页=0） | **8×** |
| 圣安德鲁斯 | 34 | **178** | 5× |
| 西澳 | 0 | **154**（组/系 7.0） | — |
**⇒ "逐院系枚举不全"是系统性的，不是个别学校。没重做的数都不可信。**
**先读**：`/Users/jun/Codes/prodream/.worklogs/groups-dept/` 下
`REPORT.md`（布里斯托切片）· `finding_edinburgh_v2.md`（**完备性标杆，照它的做法**）。
---
## 1. 本波只做这一所：**布里斯托大学（University of Bristol）· `bristol.ac.uk`
切片已做 174 组（组/系 ≈5.8，方法论基准）。
⚠️ **但爱丁堡从 22 变 643 说明基准本身也可能偏低** —— 复验：学院站之外还有没有 PI-group 目录。**
---
## 2. 完备性门槛（**硬门槛，不是"尽量"**）
### 2.1 必交台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- 院系清单 = 该校**全部**（从官方 faculties/schools/departments 导航 + Sub-units A-Z 拿）
- **给出枚举来源 URL 与总数**
- **`未取页 = 0`**：要么取到，要么有"取不到"的证据（404 / 重定向 / 空壳 / 反爬）
### 2.2 子域 / 外站**必须跟**
爱丁堡实测跟了 **117 个子域 + 39 个外站** —— 不跟就整块漏。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验
`组数 ÷ 枚举到的院系数`。基准：伦敦布里斯托 ≈5.8 / 爱丁堡 ≈25.7（**因校而异，不比大小，只看是否荒谬地低**）。
**比值明显偏低 ⇒ 往下挖一层**：该校院系是不是把研究组织成 theme/centre（大一级，不收），
而底下挂着更细的**具名组**（尤其留意 **"each led by a Principal Investigator"** 这类 PI-group 目录 ——
爱丁堡漏掉的就是四个 PI 目录，其中一个就有 140 条）。
**确认"再下一层没有组"必须贴原文结构作证。**
---
## 3. ⚡ 效率：**启发式自动抽 + 抽样核 30 条**（用户明确要求，不要迂腐）
用户原话：
> 「不需要你六百多条逐页核实呀…**你随便抽样一小部分，确认它是 OK 的，那就可以用了呗**。
> **你肯定要去找这种最高效的方式啊。启发式的方式。**」
### 第一步：启发式自动抽（**全量，不逐页判**）
机械判据批抽：有独立页面 + 页面里有**具名的人**（title 含 Prof/Dr 或 person 链接）
+ **有方向文字块** + 名字不是「索引页/课程/项目/学生群体/讲座系列」。
自述含 `federation` / `N academics` / 校级研究所 ⇒ 标 `big`；**标 `big` 页面里点名的内层组再收一层**。
### 第二步：**随机抽 30 条**逐条开页面核（**这是质量证据**）
给：**准确率** · 假的那几条**属于哪一类**（附页面原文）· 该类型**能否定点修掉**
### 第三步：二选一
- 准确率 **≥90% 且假阳性类型集中** ⇒ **定点修那一类，全量直接用**。抽样 30 条写进报告当证据。
**不要再逐页核。**
- 假阳性散、类型不集中 ⇒ 才扩大抽样
**省下的时间全部用来把院系覆盖做全 —— 那才是真正的缺口。**
---
## 4. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。** 大一级（institute/theme/cluster/校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 5. ⚠️ 并行安全（前面出过事故）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**，整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标一致**；不一致 ⇒ 该页作废重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 6. 交付
1. **完备性台账**（全部院系）+ 枚举来源 URL 与院系数
2. **子域/外站清单**
3. **全量候选产物**（五字段，启发式抽的）
4. **抽样 30 条逐条判定表** + **准确率** + **假阳性类型与定点修法**
5. **反例 / 判不准 / 未验清单**（附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（加 `_v2` 后缀避免覆盖旧的）。
---
## 7. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。判不准的贴出来。
5. **只做这一所学校。**
## 8. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_all_CANBERRA.md
+137
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@@ -0,0 +1,137 @@
# 课题组逐院系 · 完备性重做 · 堪培拉大学（University of Canberra）· `canberra.edu.au`
前一轮 10 条。 · Manager 2026-09-23
## 0. 为什么全部重做（实测数据）
用户裁定：**所有学校都要补一遍。**
**依据**：5 所已按完备性重做的学校，数字对比 ——
| 学校 | 重做前 | 重做后 | 倍数 |
|---|---|---|---|
| 爱丁堡 | 22 | **643** | **29×** |
| 曼彻斯特 | 未开始 | **268**（32 院系） | — |
| 伯明翰 | 32 | **258**（未取页=0） | **8×** |
| 圣安德鲁斯 | 34 | **178** | 5× |
| 西澳 | 0 | **154**（组/系 7.0） | — |
**⇒ "逐院系枚举不全"是系统性的，不是个别学校。没重做的数都不可信。**
**先读**：`/Users/jun/Codes/prodream/.worklogs/groups-dept/` 下
`REPORT.md`（布里斯托切片）· `finding_edinburgh_v2.md`（**完备性标杆，照它的做法**）。
---
## 1. 本波只做这一所：**堪培拉大学（University of Canberra）· `canberra.edu.au`
前一轮 10 条。**
---
## 2. 完备性门槛（**硬门槛，不是"尽量"**）
### 2.1 必交台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- 院系清单 = 该校**全部**（从官方 faculties/schools/departments 导航 + Sub-units A-Z 拿）
- **给出枚举来源 URL 与总数**
- **`未取页 = 0`**：要么取到，要么有"取不到"的证据（404 / 重定向 / 空壳 / 反爬）
### 2.2 子域 / 外站**必须跟**
爱丁堡实测跟了 **117 个子域 + 39 个外站** —— 不跟就整块漏。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验
`组数 ÷ 枚举到的院系数`。基准：伦敦布里斯托 ≈5.8 / 爱丁堡 ≈25.7（**因校而异，不比大小，只看是否荒谬地低**）。
**比值明显偏低 ⇒ 往下挖一层**：该校院系是不是把研究组织成 theme/centre（大一级，不收），
而底下挂着更细的**具名组**（尤其留意 **"each led by a Principal Investigator"** 这类 PI-group 目录 ——
爱丁堡漏掉的就是四个 PI 目录，其中一个就有 140 条）。
**确认"再下一层没有组"必须贴原文结构作证。**
---
## 3. ⚡ 效率：**启发式自动抽 + 抽样核 30 条**（用户明确要求，不要迂腐）
用户原话：
> 「不需要你六百多条逐页核实呀…**你随便抽样一小部分，确认它是 OK 的，那就可以用了呗**。
> **你肯定要去找这种最高效的方式啊。启发式的方式。**」
### 第一步：启发式自动抽（**全量，不逐页判**）
机械判据批抽：有独立页面 + 页面里有**具名的人**（title 含 Prof/Dr 或 person 链接）
+ **有方向文字块** + 名字不是「索引页/课程/项目/学生群体/讲座系列」。
自述含 `federation` / `N academics` / 校级研究所 ⇒ 标 `big`；**标 `big` 页面里点名的内层组再收一层**。
### 第二步：**随机抽 30 条**逐条开页面核（**这是质量证据**）
给：**准确率** · 假的那几条**属于哪一类**（附页面原文）· 该类型**能否定点修掉**
### 第三步：二选一
- 准确率 **≥90% 且假阳性类型集中** ⇒ **定点修那一类，全量直接用**。抽样 30 条写进报告当证据。
**不要再逐页核。**
- 假阳性散、类型不集中 ⇒ 才扩大抽样
**省下的时间全部用来把院系覆盖做全 —— 那才是真正的缺口。**
---
## 4. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。** 大一级（institute/theme/cluster/校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 5. ⚠️ 并行安全（前面出过事故）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**，整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标一致**；不一致 ⇒ 该页作废重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 6. 交付
1. **完备性台账**（全部院系）+ 枚举来源 URL 与院系数
2. **子域/外站清单**
3. **全量候选产物**（五字段，启发式抽的）
4. **抽样 30 条逐条判定表** + **准确率** + **假阳性类型与定点修法**
5. **反例 / 判不准 / 未验清单**（附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（加 `_v2` 后缀避免覆盖旧的）。
---
## 7. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。判不准的贴出来。
5. **只做这一所学校。**
## 8. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_all_CDU.md
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# 课题组逐院系 · 完备性重做 · 查尔斯达尔文大学（Charles Darwin University）· `cdu.edu.au`
前一轮 11 条。 · Manager 2026-09-23
## 0. 为什么全部重做（实测数据）
用户裁定：**所有学校都要补一遍。**
**依据**：5 所已按完备性重做的学校，数字对比 ——
| 学校 | 重做前 | 重做后 | 倍数 |
|---|---|---|---|
| 爱丁堡 | 22 | **643** | **29×** |
| 曼彻斯特 | 未开始 | **268**（32 院系） | — |
| 伯明翰 | 32 | **258**（未取页=0） | **8×** |
| 圣安德鲁斯 | 34 | **178** | 5× |
| 西澳 | 0 | **154**（组/系 7.0） | — |
**⇒ "逐院系枚举不全"是系统性的，不是个别学校。没重做的数都不可信。**
**先读**：`/Users/jun/Codes/prodream/.worklogs/groups-dept/` 下
`REPORT.md`（布里斯托切片）· `finding_edinburgh_v2.md`（**完备性标杆，照它的做法**）。
---
## 1. 本波只做这一所：**查尔斯达尔文大学（Charles Darwin University）· `cdu.edu.au`
前一轮 11 条。**
---
## 2. 完备性门槛（**硬门槛，不是"尽量"**）
### 2.1 必交台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- 院系清单 = 该校**全部**（从官方 faculties/schools/departments 导航 + Sub-units A-Z 拿）
- **给出枚举来源 URL 与总数**
- **`未取页 = 0`**：要么取到，要么有"取不到"的证据（404 / 重定向 / 空壳 / 反爬）
### 2.2 子域 / 外站**必须跟**
爱丁堡实测跟了 **117 个子域 + 39 个外站** —— 不跟就整块漏。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验
`组数 ÷ 枚举到的院系数`。基准：伦敦布里斯托 ≈5.8 / 爱丁堡 ≈25.7（**因校而异，不比大小，只看是否荒谬地低**）。
**比值明显偏低 ⇒ 往下挖一层**：该校院系是不是把研究组织成 theme/centre（大一级，不收），
而底下挂着更细的**具名组**（尤其留意 **"each led by a Principal Investigator"** 这类 PI-group 目录 ——
爱丁堡漏掉的就是四个 PI 目录，其中一个就有 140 条）。
**确认"再下一层没有组"必须贴原文结构作证。**
---
## 3. ⚡ 效率：**启发式自动抽 + 抽样核 30 条**（用户明确要求，不要迂腐）
用户原话：
> 「不需要你六百多条逐页核实呀…**你随便抽样一小部分，确认它是 OK 的，那就可以用了呗**。
> **你肯定要去找这种最高效的方式啊。启发式的方式。**」
### 第一步：启发式自动抽（**全量，不逐页判**）
机械判据批抽：有独立页面 + 页面里有**具名的人**（title 含 Prof/Dr 或 person 链接）
+ **有方向文字块** + 名字不是「索引页/课程/项目/学生群体/讲座系列」。
自述含 `federation` / `N academics` / 校级研究所 ⇒ 标 `big`；**标 `big` 页面里点名的内层组再收一层**。
### 第二步：**随机抽 30 条**逐条开页面核（**这是质量证据**）
给：**准确率** · 假的那几条**属于哪一类**（附页面原文）· 该类型**能否定点修掉**
### 第三步：二选一
- 准确率 **≥90% 且假阳性类型集中** ⇒ **定点修那一类，全量直接用**。抽样 30 条写进报告当证据。
**不要再逐页核。**
- 假阳性散、类型不集中 ⇒ 才扩大抽样
**省下的时间全部用来把院系覆盖做全 —— 那才是真正的缺口。**
---
## 4. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。** 大一级（institute/theme/cluster/校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 5. ⚠️ 并行安全（前面出过事故）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**，整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标一致**；不一致 ⇒ 该页作废重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 6. 交付
1. **完备性台账**（全部院系）+ 枚举来源 URL 与院系数
2. **子域/外站清单**
3. **全量候选产物**（五字段，启发式抽的）
4. **抽样 30 条逐条判定表** + **准确率** + **假阳性类型与定点修法**
5. **反例 / 判不准 / 未验清单**（附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（加 `_v2` 后缀避免覆盖旧的）。
---
## 7. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。判不准的贴出来。
5. **只做这一所学校。**
## 8. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_all_COURTAULD.md
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@@ -0,0 +1,137 @@
# 课题组逐院系 · 完备性重做 · 考陶尔德艺术学院（The Courtauld Institute of Art）· `courtauld.ac.uk`
前一轮 93 候选只有 8 条过关。⚠️ 单学院专科机构，**复验它的 `research/` 之外还有没有别的研究单元入口**。 · Manager 2026-09-23
## 0. 为什么全部重做（实测数据）
用户裁定：**所有学校都要补一遍。**
**依据**：5 所已按完备性重做的学校，数字对比 ——
| 学校 | 重做前 | 重做后 | 倍数 |
|---|---|---|---|
| 爱丁堡 | 22 | **643** | **29×** |
| 曼彻斯特 | 未开始 | **268**（32 院系） | — |
| 伯明翰 | 32 | **258**（未取页=0） | **8×** |
| 圣安德鲁斯 | 34 | **178** | 5× |
| 西澳 | 0 | **154**（组/系 7.0） | — |
**⇒ "逐院系枚举不全"是系统性的，不是个别学校。没重做的数都不可信。**
**先读**：`/Users/jun/Codes/prodream/.worklogs/groups-dept/` 下
`REPORT.md`（布里斯托切片）· `finding_edinburgh_v2.md`（**完备性标杆，照它的做法**）。
---
## 1. 本波只做这一所：**考陶尔德艺术学院（The Courtauld Institute of Art）· `courtauld.ac.uk`
前一轮 93 候选只有 8 条过关。⚠️ 单学院专科机构，**复验它的 `research/` 之外还有没有别的研究单元入口**。**
---
## 2. 完备性门槛（**硬门槛，不是"尽量"**）
### 2.1 必交台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- 院系清单 = 该校**全部**（从官方 faculties/schools/departments 导航 + Sub-units A-Z 拿）
- **给出枚举来源 URL 与总数**
- **`未取页 = 0`**：要么取到，要么有"取不到"的证据（404 / 重定向 / 空壳 / 反爬）
### 2.2 子域 / 外站**必须跟**
爱丁堡实测跟了 **117 个子域 + 39 个外站** —— 不跟就整块漏。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验
`组数 ÷ 枚举到的院系数`。基准：伦敦布里斯托 ≈5.8 / 爱丁堡 ≈25.7（**因校而异，不比大小，只看是否荒谬地低**）。
**比值明显偏低 ⇒ 往下挖一层**：该校院系是不是把研究组织成 theme/centre（大一级，不收），
而底下挂着更细的**具名组**（尤其留意 **"each led by a Principal Investigator"** 这类 PI-group 目录 ——
爱丁堡漏掉的就是四个 PI 目录，其中一个就有 140 条）。
**确认"再下一层没有组"必须贴原文结构作证。**
---
## 3. ⚡ 效率：**启发式自动抽 + 抽样核 30 条**（用户明确要求，不要迂腐）
用户原话：
> 「不需要你六百多条逐页核实呀…**你随便抽样一小部分，确认它是 OK 的，那就可以用了呗**。
> **你肯定要去找这种最高效的方式啊。启发式的方式。**」
### 第一步：启发式自动抽（**全量，不逐页判**）
机械判据批抽：有独立页面 + 页面里有**具名的人**（title 含 Prof/Dr 或 person 链接）
+ **有方向文字块** + 名字不是「索引页/课程/项目/学生群体/讲座系列」。
自述含 `federation` / `N academics` / 校级研究所 ⇒ 标 `big`；**标 `big` 页面里点名的内层组再收一层**。
### 第二步：**随机抽 30 条**逐条开页面核（**这是质量证据**）
给：**准确率** · 假的那几条**属于哪一类**（附页面原文）· 该类型**能否定点修掉**
### 第三步：二选一
- 准确率 **≥90% 且假阳性类型集中** ⇒ **定点修那一类，全量直接用**。抽样 30 条写进报告当证据。
**不要再逐页核。**
- 假阳性散、类型不集中 ⇒ 才扩大抽样
**省下的时间全部用来把院系覆盖做全 —— 那才是真正的缺口。**
---
## 4. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。** 大一级（institute/theme/cluster/校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 5. ⚠️ 并行安全（前面出过事故）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**，整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标一致**；不一致 ⇒ 该页作废重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 6. 交付
1. **完备性台账**（全部院系）+ 枚举来源 URL 与院系数
2. **子域/外站清单**
3. **全量候选产物**（五字段，启发式抽的）
4. **抽样 30 条逐条判定表** + **准确率** + **假阳性类型与定点修法**
5. **反例 / 判不准 / 未验清单**（附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（加 `_v2` 后缀避免覆盖旧的）。
---
## 7. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。判不准的贴出来。
5. **只做这一所学校。**
## 8. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_all_FLINDERS.md
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@@ -0,0 +1,137 @@
# 课题组逐院系 · 完备性重做 · 弗林德斯大学（Flinders University）· `flinders.edu.au`
前一轮 17 条。 · Manager 2026-09-23
## 0. 为什么全部重做（实测数据）
用户裁定：**所有学校都要补一遍。**
**依据**：5 所已按完备性重做的学校，数字对比 ——
| 学校 | 重做前 | 重做后 | 倍数 |
|---|---|---|---|
| 爱丁堡 | 22 | **643** | **29×** |
| 曼彻斯特 | 未开始 | **268**（32 院系） | — |
| 伯明翰 | 32 | **258**（未取页=0） | **8×** |
| 圣安德鲁斯 | 34 | **178** | 5× |
| 西澳 | 0 | **154**（组/系 7.0） | — |
**⇒ "逐院系枚举不全"是系统性的，不是个别学校。没重做的数都不可信。**
**先读**：`/Users/jun/Codes/prodream/.worklogs/groups-dept/` 下
`REPORT.md`（布里斯托切片）· `finding_edinburgh_v2.md`（**完备性标杆，照它的做法**）。
---
## 1. 本波只做这一所：**弗林德斯大学（Flinders University）· `flinders.edu.au`
前一轮 17 条。**
---
## 2. 完备性门槛（**硬门槛，不是"尽量"**）
### 2.1 必交台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- 院系清单 = 该校**全部**（从官方 faculties/schools/departments 导航 + Sub-units A-Z 拿）
- **给出枚举来源 URL 与总数**
- **`未取页 = 0`**：要么取到，要么有"取不到"的证据（404 / 重定向 / 空壳 / 反爬）
### 2.2 子域 / 外站**必须跟**
爱丁堡实测跟了 **117 个子域 + 39 个外站** —— 不跟就整块漏。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验
`组数 ÷ 枚举到的院系数`。基准：伦敦布里斯托 ≈5.8 / 爱丁堡 ≈25.7（**因校而异，不比大小，只看是否荒谬地低**）。
**比值明显偏低 ⇒ 往下挖一层**：该校院系是不是把研究组织成 theme/centre（大一级，不收），
而底下挂着更细的**具名组**（尤其留意 **"each led by a Principal Investigator"** 这类 PI-group 目录 ——
爱丁堡漏掉的就是四个 PI 目录，其中一个就有 140 条）。
**确认"再下一层没有组"必须贴原文结构作证。**
---
## 3. ⚡ 效率：**启发式自动抽 + 抽样核 30 条**（用户明确要求，不要迂腐）
用户原话：
> 「不需要你六百多条逐页核实呀…**你随便抽样一小部分，确认它是 OK 的，那就可以用了呗**。
> **你肯定要去找这种最高效的方式啊。启发式的方式。**」
### 第一步：启发式自动抽（**全量，不逐页判**）
机械判据批抽：有独立页面 + 页面里有**具名的人**（title 含 Prof/Dr 或 person 链接）
+ **有方向文字块** + 名字不是「索引页/课程/项目/学生群体/讲座系列」。
自述含 `federation` / `N academics` / 校级研究所 ⇒ 标 `big`；**标 `big` 页面里点名的内层组再收一层**。
### 第二步：**随机抽 30 条**逐条开页面核（**这是质量证据**）
给：**准确率** · 假的那几条**属于哪一类**（附页面原文）· 该类型**能否定点修掉**
### 第三步：二选一
- 准确率 **≥90% 且假阳性类型集中** ⇒ **定点修那一类，全量直接用**。抽样 30 条写进报告当证据。
**不要再逐页核。**
- 假阳性散、类型不集中 ⇒ 才扩大抽样
**省下的时间全部用来把院系覆盖做全 —— 那才是真正的缺口。**
---
## 4. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。** 大一级（institute/theme/cluster/校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 5. ⚠️ 并行安全（前面出过事故）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**，整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标一致**；不一致 ⇒ 该页作废重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 6. 交付
1. **完备性台账**（全部院系）+ 枚举来源 URL 与院系数
2. **子域/外站清单**
3. **全量候选产物**（五字段，启发式抽的）
4. **抽样 30 条逐条判定表** + **准确率** + **假阳性类型与定点修法**
5. **反例 / 判不准 / 未验清单**（附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（加 `_v2` 后缀避免覆盖旧的）。
---
## 7. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。判不准的贴出来。
5. **只做这一所学校。**
## 8. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_all_GSMD.md
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# 课题组逐院系 · 完备性重做 · 市政厅音乐及戏剧学院（Guildhall School of Music & Drama）· `gsmd.ac.uk`
前一轮判**收 0**，附页面原文（学校自述 research 是 individual，不按组组织）。
⚠️ **复验这个结论**：看有没有漏掉 PI-group 形态的目录。**若确认是 0，要给出比上一轮更硬的证据。** · Manager 2026-09-23
## 0. 为什么全部重做（实测数据）
用户裁定：**所有学校都要补一遍。**
**依据**：5 所已按完备性重做的学校，数字对比 ——
| 学校 | 重做前 | 重做后 | 倍数 |
|---|---|---|---|
| 爱丁堡 | 22 | **643** | **29×** |
| 曼彻斯特 | 未开始 | **268**（32 院系） | — |
| 伯明翰 | 32 | **258**（未取页=0） | **8×** |
| 圣安德鲁斯 | 34 | **178** | 5× |
| 西澳 | 0 | **154**（组/系 7.0） | — |
**⇒ "逐院系枚举不全"是系统性的，不是个别学校。没重做的数都不可信。**
**先读**：`/Users/jun/Codes/prodream/.worklogs/groups-dept/` 下
`REPORT.md`（布里斯托切片）· `finding_edinburgh_v2.md`（**完备性标杆，照它的做法**）。
---
## 1. 本波只做这一所：**市政厅音乐及戏剧学院（Guildhall School of Music & Drama）· `gsmd.ac.uk`
前一轮判**收 0**，附页面原文（学校自述 research 是 individual，不按组组织）。
⚠️ **复验这个结论**：看有没有漏掉 PI-group 形态的目录。**若确认是 0，要给出比上一轮更硬的证据。****
---
## 2. 完备性门槛（**硬门槛，不是"尽量"**）
### 2.1 必交台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- 院系清单 = 该校**全部**（从官方 faculties/schools/departments 导航 + Sub-units A-Z 拿）
- **给出枚举来源 URL 与总数**
- **`未取页 = 0`**：要么取到，要么有"取不到"的证据（404 / 重定向 / 空壳 / 反爬）
### 2.2 子域 / 外站**必须跟**
爱丁堡实测跟了 **117 个子域 + 39 个外站** —— 不跟就整块漏。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验
`组数 ÷ 枚举到的院系数`。基准：伦敦布里斯托 ≈5.8 / 爱丁堡 ≈25.7（**因校而异，不比大小，只看是否荒谬地低**）。
**比值明显偏低 ⇒ 往下挖一层**：该校院系是不是把研究组织成 theme/centre（大一级，不收），
而底下挂着更细的**具名组**（尤其留意 **"each led by a Principal Investigator"** 这类 PI-group 目录 ——
爱丁堡漏掉的就是四个 PI 目录，其中一个就有 140 条）。
**确认"再下一层没有组"必须贴原文结构作证。**
---
## 3. ⚡ 效率：**启发式自动抽 + 抽样核 30 条**（用户明确要求，不要迂腐）
用户原话：
> 「不需要你六百多条逐页核实呀…**你随便抽样一小部分，确认它是 OK 的，那就可以用了呗**。
> **你肯定要去找这种最高效的方式啊。启发式的方式。**」
### 第一步：启发式自动抽（**全量，不逐页判**）
机械判据批抽：有独立页面 + 页面里有**具名的人**（title 含 Prof/Dr 或 person 链接）
+ **有方向文字块** + 名字不是「索引页/课程/项目/学生群体/讲座系列」。
自述含 `federation` / `N academics` / 校级研究所 ⇒ 标 `big`；**标 `big` 页面里点名的内层组再收一层**。
### 第二步：**随机抽 30 条**逐条开页面核（**这是质量证据**）
给：**准确率** · 假的那几条**属于哪一类**（附页面原文）· 该类型**能否定点修掉**
### 第三步：二选一
- 准确率 **≥90% 且假阳性类型集中** ⇒ **定点修那一类，全量直接用**。抽样 30 条写进报告当证据。
**不要再逐页核。**
- 假阳性散、类型不集中 ⇒ 才扩大抽样
**省下的时间全部用来把院系覆盖做全 —— 那才是真正的缺口。**
---
## 4. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。** 大一级（institute/theme/cluster/校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 5. ⚠️ 并行安全（前面出过事故）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**，整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标一致**；不一致 ⇒ 该页作废重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 6. 交付
1. **完备性台账**（全部院系）+ 枚举来源 URL 与院系数
2. **子域/外站清单**
3. **全量候选产物**（五字段，启发式抽的）
4. **抽样 30 条逐条判定表** + **准确率** + **假阳性类型与定点修法**
5. **反例 / 判不准 / 未验清单**（附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（加 `_v2` 后缀避免覆盖旧的）。
---
## 7. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。判不准的贴出来。
5. **只做这一所学校。**
## 8. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_all_LANCASTER.md
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@@ -0,0 +1,137 @@
# 课题组逐院系 · 完备性重做 · 兰卡斯特大学（Lancaster University）· `lancaster.ac.uk`
前一轮 66 组 / 19 个系 = 3.5。 · Manager 2026-09-23
## 0. 为什么全部重做（实测数据）
用户裁定：**所有学校都要补一遍。**
**依据**：5 所已按完备性重做的学校，数字对比 ——
| 学校 | 重做前 | 重做后 | 倍数 |
|---|---|---|---|
| 爱丁堡 | 22 | **643** | **29×** |
| 曼彻斯特 | 未开始 | **268**（32 院系） | — |
| 伯明翰 | 32 | **258**（未取页=0） | **8×** |
| 圣安德鲁斯 | 34 | **178** | 5× |
| 西澳 | 0 | **154**（组/系 7.0） | — |
**⇒ "逐院系枚举不全"是系统性的，不是个别学校。没重做的数都不可信。**
**先读**：`/Users/jun/Codes/prodream/.worklogs/groups-dept/` 下
`REPORT.md`（布里斯托切片）· `finding_edinburgh_v2.md`（**完备性标杆，照它的做法**）。
---
## 1. 本波只做这一所：**兰卡斯特大学（Lancaster University）· `lancaster.ac.uk`
前一轮 66 组 / 19 个系 = 3.5。**
---
## 2. 完备性门槛（**硬门槛，不是"尽量"**）
### 2.1 必交台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- 院系清单 = 该校**全部**（从官方 faculties/schools/departments 导航 + Sub-units A-Z 拿）
- **给出枚举来源 URL 与总数**
- **`未取页 = 0`**：要么取到，要么有"取不到"的证据（404 / 重定向 / 空壳 / 反爬）
### 2.2 子域 / 外站**必须跟**
爱丁堡实测跟了 **117 个子域 + 39 个外站** —— 不跟就整块漏。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验
`组数 ÷ 枚举到的院系数`。基准：伦敦布里斯托 ≈5.8 / 爱丁堡 ≈25.7（**因校而异，不比大小，只看是否荒谬地低**）。
**比值明显偏低 ⇒ 往下挖一层**：该校院系是不是把研究组织成 theme/centre（大一级，不收），
而底下挂着更细的**具名组**（尤其留意 **"each led by a Principal Investigator"** 这类 PI-group 目录 ——
爱丁堡漏掉的就是四个 PI 目录，其中一个就有 140 条）。
**确认"再下一层没有组"必须贴原文结构作证。**
---
## 3. ⚡ 效率：**启发式自动抽 + 抽样核 30 条**（用户明确要求，不要迂腐）
用户原话：
> 「不需要你六百多条逐页核实呀…**你随便抽样一小部分，确认它是 OK 的，那就可以用了呗**。
> **你肯定要去找这种最高效的方式啊。启发式的方式。**」
### 第一步：启发式自动抽（**全量，不逐页判**）
机械判据批抽：有独立页面 + 页面里有**具名的人**（title 含 Prof/Dr 或 person 链接）
+ **有方向文字块** + 名字不是「索引页/课程/项目/学生群体/讲座系列」。
自述含 `federation` / `N academics` / 校级研究所 ⇒ 标 `big`；**标 `big` 页面里点名的内层组再收一层**。
### 第二步：**随机抽 30 条**逐条开页面核（**这是质量证据**）
给：**准确率** · 假的那几条**属于哪一类**（附页面原文）· 该类型**能否定点修掉**
### 第三步：二选一
- 准确率 **≥90% 且假阳性类型集中** ⇒ **定点修那一类，全量直接用**。抽样 30 条写进报告当证据。
**不要再逐页核。**
- 假阳性散、类型不集中 ⇒ 才扩大抽样
**省下的时间全部用来把院系覆盖做全 —— 那才是真正的缺口。**
---
## 4. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。** 大一级（institute/theme/cluster/校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 5. ⚠️ 并行安全（前面出过事故）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**，整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标一致**；不一致 ⇒ 该页作废重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 6. 交付
1. **完备性台账**（全部院系）+ 枚举来源 URL 与院系数
2. **子域/外站清单**
3. **全量候选产物**（五字段，启发式抽的）
4. **抽样 30 条逐条判定表** + **准确率** + **假阳性类型与定点修法**
5. **反例 / 判不准 / 未验清单**（附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（加 `_v2` 后缀避免覆盖旧的）。
---
## 7. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。判不准的贴出来。
5. **只做这一所学校。**
## 8. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_all_LSTMED.md
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# 课题组逐院系 · 完备性重做 · 利物浦热带医学院（Liverpool School of Tropical Medicine）· `lstmed.ac.uk`
前一轮 33 条，**有未取页**（9 个 research theme 里 8 个 404）。 · Manager 2026-09-23
## 0. 为什么全部重做（实测数据）
用户裁定：**所有学校都要补一遍。**
**依据**：5 所已按完备性重做的学校，数字对比 ——
| 学校 | 重做前 | 重做后 | 倍数 |
|---|---|---|---|
| 爱丁堡 | 22 | **643** | **29×** |
| 曼彻斯特 | 未开始 | **268**（32 院系） | — |
| 伯明翰 | 32 | **258**（未取页=0） | **8×** |
| 圣安德鲁斯 | 34 | **178** | 5× |
| 西澳 | 0 | **154**（组/系 7.0） | — |
**⇒ "逐院系枚举不全"是系统性的，不是个别学校。没重做的数都不可信。**
**先读**：`/Users/jun/Codes/prodream/.worklogs/groups-dept/` 下
`REPORT.md`（布里斯托切片）· `finding_edinburgh_v2.md`（**完备性标杆，照它的做法**）。
---
## 1. 本波只做这一所：**利物浦热带医学院（Liverpool School of Tropical Medicine）· `lstmed.ac.uk`
前一轮 33 条，**有未取页**（9 个 research theme 里 8 个 404）。**
---
## 2. 完备性门槛（**硬门槛，不是"尽量"**）
### 2.1 必交台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- 院系清单 = 该校**全部**（从官方 faculties/schools/departments 导航 + Sub-units A-Z 拿）
- **给出枚举来源 URL 与总数**
- **`未取页 = 0`**：要么取到，要么有"取不到"的证据（404 / 重定向 / 空壳 / 反爬）
### 2.2 子域 / 外站**必须跟**
爱丁堡实测跟了 **117 个子域 + 39 个外站** —— 不跟就整块漏。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验
`组数 ÷ 枚举到的院系数`。基准：伦敦布里斯托 ≈5.8 / 爱丁堡 ≈25.7（**因校而异，不比大小，只看是否荒谬地低**）。
**比值明显偏低 ⇒ 往下挖一层**：该校院系是不是把研究组织成 theme/centre（大一级，不收），
而底下挂着更细的**具名组**（尤其留意 **"each led by a Principal Investigator"** 这类 PI-group 目录 ——
爱丁堡漏掉的就是四个 PI 目录，其中一个就有 140 条）。
**确认"再下一层没有组"必须贴原文结构作证。**
---
## 3. ⚡ 效率：**启发式自动抽 + 抽样核 30 条**（用户明确要求，不要迂腐）
用户原话：
> 「不需要你六百多条逐页核实呀…**你随便抽样一小部分，确认它是 OK 的，那就可以用了呗**。
> **你肯定要去找这种最高效的方式啊。启发式的方式。**」
### 第一步：启发式自动抽（**全量，不逐页判**）
机械判据批抽：有独立页面 + 页面里有**具名的人**（title 含 Prof/Dr 或 person 链接）
+ **有方向文字块** + 名字不是「索引页/课程/项目/学生群体/讲座系列」。
自述含 `federation` / `N academics` / 校级研究所 ⇒ 标 `big`；**标 `big` 页面里点名的内层组再收一层**。
### 第二步：**随机抽 30 条**逐条开页面核（**这是质量证据**）
给：**准确率** · 假的那几条**属于哪一类**（附页面原文）· 该类型**能否定点修掉**
### 第三步：二选一
- 准确率 **≥90% 且假阳性类型集中** ⇒ **定点修那一类，全量直接用**。抽样 30 条写进报告当证据。
**不要再逐页核。**
- 假阳性散、类型不集中 ⇒ 才扩大抽样
**省下的时间全部用来把院系覆盖做全 —— 那才是真正的缺口。**
---
## 4. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。** 大一级（institute/theme/cluster/校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 5. ⚠️ 并行安全（前面出过事故）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**，整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标一致**；不一致 ⇒ 该页作废重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 6. 交付
1. **完备性台账**（全部院系）+ 枚举来源 URL 与院系数
2. **子域/外站清单**
3. **全量候选产物**（五字段，启发式抽的）
4. **抽样 30 条逐条判定表** + **准确率** + **假阳性类型与定点修法**
5. **反例 / 判不准 / 未验清单**（附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（加 `_v2` 后缀避免覆盖旧的）。
---
## 7. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。判不准的贴出来。
5. **只做这一所学校。**
## 8. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_all_MONASH.md
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# 课题组逐院系 · 完备性重做 · 蒙纳士大学（Monash University）· `monash.edu`（含马来西亚校区 `monash.edu.my`）
前一轮 55 条候选、有「未取到独立页面」的项。 · Manager 2026-09-23
## 0. 为什么全部重做（实测数据）
用户裁定：**所有学校都要补一遍。**
**依据**：5 所已按完备性重做的学校，数字对比 ——
| 学校 | 重做前 | 重做后 | 倍数 |
|---|---|---|---|
| 爱丁堡 | 22 | **643** | **29×** |
| 曼彻斯特 | 未开始 | **268**（32 院系） | — |
| 伯明翰 | 32 | **258**（未取页=0） | **8×** |
| 圣安德鲁斯 | 34 | **178** | 5× |
| 西澳 | 0 | **154**（组/系 7.0） | — |
**⇒ "逐院系枚举不全"是系统性的，不是个别学校。没重做的数都不可信。**
**先读**：`/Users/jun/Codes/prodream/.worklogs/groups-dept/` 下
`REPORT.md`（布里斯托切片）· `finding_edinburgh_v2.md`（**完备性标杆，照它的做法**）。
---
## 1. 本波只做这一所：**蒙纳士大学（Monash University）· `monash.edu`（含马来西亚校区 `monash.edu.my`）
前一轮 55 条候选、有「未取到独立页面」的项。**
---
## 2. 完备性门槛（**硬门槛，不是"尽量"**）
### 2.1 必交台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- 院系清单 = 该校**全部**（从官方 faculties/schools/departments 导航 + Sub-units A-Z 拿）
- **给出枚举来源 URL 与总数**
- **`未取页 = 0`**：要么取到，要么有"取不到"的证据（404 / 重定向 / 空壳 / 反爬）
### 2.2 子域 / 外站**必须跟**
爱丁堡实测跟了 **117 个子域 + 39 个外站** —— 不跟就整块漏。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验
`组数 ÷ 枚举到的院系数`。基准：伦敦布里斯托 ≈5.8 / 爱丁堡 ≈25.7（**因校而异，不比大小，只看是否荒谬地低**）。
**比值明显偏低 ⇒ 往下挖一层**：该校院系是不是把研究组织成 theme/centre（大一级，不收），
而底下挂着更细的**具名组**（尤其留意 **"each led by a Principal Investigator"** 这类 PI-group 目录 ——
爱丁堡漏掉的就是四个 PI 目录，其中一个就有 140 条）。
**确认"再下一层没有组"必须贴原文结构作证。**
---
## 3. ⚡ 效率：**启发式自动抽 + 抽样核 30 条**（用户明确要求，不要迂腐）
用户原话：
> 「不需要你六百多条逐页核实呀…**你随便抽样一小部分，确认它是 OK 的，那就可以用了呗**。
> **你肯定要去找这种最高效的方式啊。启发式的方式。**」
### 第一步：启发式自动抽（**全量，不逐页判**）
机械判据批抽：有独立页面 + 页面里有**具名的人**（title 含 Prof/Dr 或 person 链接）
+ **有方向文字块** + 名字不是「索引页/课程/项目/学生群体/讲座系列」。
自述含 `federation` / `N academics` / 校级研究所 ⇒ 标 `big`；**标 `big` 页面里点名的内层组再收一层**。
### 第二步：**随机抽 30 条**逐条开页面核（**这是质量证据**）
给：**准确率** · 假的那几条**属于哪一类**（附页面原文）· 该类型**能否定点修掉**
### 第三步：二选一
- 准确率 **≥90% 且假阳性类型集中** ⇒ **定点修那一类，全量直接用**。抽样 30 条写进报告当证据。
**不要再逐页核。**
- 假阳性散、类型不集中 ⇒ 才扩大抽样
**省下的时间全部用来把院系覆盖做全 —— 那才是真正的缺口。**
---
## 4. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。** 大一级（institute/theme/cluster/校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 5. ⚠️ 并行安全（前面出过事故）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**，整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标一致**；不一致 ⇒ 该页作废重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 6. 交付
1. **完备性台账**（全部院系）+ 枚举来源 URL 与院系数
2. **子域/外站清单**
3. **全量候选产物**（五字段，启发式抽的）
4. **抽样 30 条逐条判定表** + **准确率** + **假阳性类型与定点修法**
5. **反例 / 判不准 / 未验清单**（附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（加 `_v2` 后缀避免覆盖旧的）。
---
## 7. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。判不准的贴出来。
5. **只做这一所学校。**
## 8. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_all_MQ.md
+137
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@@ -0,0 +1,137 @@
# 课题组逐院系 · 完备性重做 · 麦考瑞大学（Macquarie University）· `mq.edu.au`
前一轮 69 条候选（8 条 flag）。 · Manager 2026-09-23
## 0. 为什么全部重做（实测数据）
用户裁定：**所有学校都要补一遍。**
**依据**：5 所已按完备性重做的学校，数字对比 ——
| 学校 | 重做前 | 重做后 | 倍数 |
|---|---|---|---|
| 爱丁堡 | 22 | **643** | **29×** |
| 曼彻斯特 | 未开始 | **268**（32 院系） | — |
| 伯明翰 | 32 | **258**（未取页=0） | **8×** |
| 圣安德鲁斯 | 34 | **178** | 5× |
| 西澳 | 0 | **154**（组/系 7.0） | — |
**⇒ "逐院系枚举不全"是系统性的，不是个别学校。没重做的数都不可信。**
**先读**：`/Users/jun/Codes/prodream/.worklogs/groups-dept/` 下
`REPORT.md`（布里斯托切片）· `finding_edinburgh_v2.md`（**完备性标杆，照它的做法**）。
---
## 1. 本波只做这一所：**麦考瑞大学（Macquarie University）· `mq.edu.au`
前一轮 69 条候选（8 条 flag）。**
---
## 2. 完备性门槛（**硬门槛，不是"尽量"**）
### 2.1 必交台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- 院系清单 = 该校**全部**（从官方 faculties/schools/departments 导航 + Sub-units A-Z 拿）
- **给出枚举来源 URL 与总数**
- **`未取页 = 0`**：要么取到，要么有"取不到"的证据（404 / 重定向 / 空壳 / 反爬）
### 2.2 子域 / 外站**必须跟**
爱丁堡实测跟了 **117 个子域 + 39 个外站** —— 不跟就整块漏。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验
`组数 ÷ 枚举到的院系数`。基准：伦敦布里斯托 ≈5.8 / 爱丁堡 ≈25.7（**因校而异，不比大小，只看是否荒谬地低**）。
**比值明显偏低 ⇒ 往下挖一层**：该校院系是不是把研究组织成 theme/centre（大一级，不收），
而底下挂着更细的**具名组**（尤其留意 **"each led by a Principal Investigator"** 这类 PI-group 目录 ——
爱丁堡漏掉的就是四个 PI 目录，其中一个就有 140 条）。
**确认"再下一层没有组"必须贴原文结构作证。**
---
## 3. ⚡ 效率：**启发式自动抽 + 抽样核 30 条**（用户明确要求，不要迂腐）
用户原话：
> 「不需要你六百多条逐页核实呀…**你随便抽样一小部分，确认它是 OK 的，那就可以用了呗**。
> **你肯定要去找这种最高效的方式啊。启发式的方式。**」
### 第一步：启发式自动抽（**全量，不逐页判**）
机械判据批抽：有独立页面 + 页面里有**具名的人**（title 含 Prof/Dr 或 person 链接）
+ **有方向文字块** + 名字不是「索引页/课程/项目/学生群体/讲座系列」。
自述含 `federation` / `N academics` / 校级研究所 ⇒ 标 `big`；**标 `big` 页面里点名的内层组再收一层**。
### 第二步：**随机抽 30 条**逐条开页面核（**这是质量证据**）
给：**准确率** · 假的那几条**属于哪一类**（附页面原文）· 该类型**能否定点修掉**
### 第三步：二选一
- 准确率 **≥90% 且假阳性类型集中** ⇒ **定点修那一类，全量直接用**。抽样 30 条写进报告当证据。
**不要再逐页核。**
- 假阳性散、类型不集中 ⇒ 才扩大抽样
**省下的时间全部用来把院系覆盖做全 —— 那才是真正的缺口。**
---
## 4. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。** 大一级（institute/theme/cluster/校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 5. ⚠️ 并行安全（前面出过事故）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**，整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标一致**；不一致 ⇒ 该页作废重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 6. 交付
1. **完备性台账**（全部院系）+ 枚举来源 URL 与院系数
2. **子域/外站清单**
3. **全量候选产物**（五字段，启发式抽的）
4. **抽样 30 条逐条判定表** + **准确率** + **假阳性类型与定点修法**
5. **反例 / 判不准 / 未验清单**（附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（加 `_v2` 后缀避免覆盖旧的）。
---
## 7. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。判不准的贴出来。
5. **只做这一所学校。**
## 8. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_all_QUB.md
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# 课题组逐院系 · 完备性重做 · 贝尔法斯特女王大学（Queen's University Belfast）· `qub.ac.uk`
前一轮 29 组 / 16 个 School = 1.8，**明显低于基准**。 · Manager 2026-09-23
## 0. 为什么全部重做（实测数据）
用户裁定：**所有学校都要补一遍。**
**依据**：5 所已按完备性重做的学校，数字对比 ——
| 学校 | 重做前 | 重做后 | 倍数 |
|---|---|---|---|
| 爱丁堡 | 22 | **643** | **29×** |
| 曼彻斯特 | 未开始 | **268**（32 院系） | — |
| 伯明翰 | 32 | **258**（未取页=0） | **8×** |
| 圣安德鲁斯 | 34 | **178** | 5× |
| 西澳 | 0 | **154**（组/系 7.0） | — |
**⇒ "逐院系枚举不全"是系统性的，不是个别学校。没重做的数都不可信。**
**先读**：`/Users/jun/Codes/prodream/.worklogs/groups-dept/` 下
`REPORT.md`（布里斯托切片）· `finding_edinburgh_v2.md`（**完备性标杆，照它的做法**）。
---
## 1. 本波只做这一所：**贝尔法斯特女王大学（Queen's University Belfast）· `qub.ac.uk`
前一轮 29 组 / 16 个 School = 1.8，**明显低于基准**。**
---
## 2. 完备性门槛（**硬门槛，不是"尽量"**）
### 2.1 必交台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- 院系清单 = 该校**全部**（从官方 faculties/schools/departments 导航 + Sub-units A-Z 拿）
- **给出枚举来源 URL 与总数**
- **`未取页 = 0`**：要么取到，要么有"取不到"的证据（404 / 重定向 / 空壳 / 反爬）
### 2.2 子域 / 外站**必须跟**
爱丁堡实测跟了 **117 个子域 + 39 个外站** —— 不跟就整块漏。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验
`组数 ÷ 枚举到的院系数`。基准：伦敦布里斯托 ≈5.8 / 爱丁堡 ≈25.7（**因校而异，不比大小，只看是否荒谬地低**）。
**比值明显偏低 ⇒ 往下挖一层**：该校院系是不是把研究组织成 theme/centre（大一级，不收），
而底下挂着更细的**具名组**（尤其留意 **"each led by a Principal Investigator"** 这类 PI-group 目录 ——
爱丁堡漏掉的就是四个 PI 目录，其中一个就有 140 条）。
**确认"再下一层没有组"必须贴原文结构作证。**
---
## 3. ⚡ 效率：**启发式自动抽 + 抽样核 30 条**（用户明确要求，不要迂腐）
用户原话：
> 「不需要你六百多条逐页核实呀…**你随便抽样一小部分，确认它是 OK 的，那就可以用了呗**。
> **你肯定要去找这种最高效的方式啊。启发式的方式。**」
### 第一步：启发式自动抽（**全量，不逐页判**）
机械判据批抽：有独立页面 + 页面里有**具名的人**（title 含 Prof/Dr 或 person 链接）
+ **有方向文字块** + 名字不是「索引页/课程/项目/学生群体/讲座系列」。
自述含 `federation` / `N academics` / 校级研究所 ⇒ 标 `big`；**标 `big` 页面里点名的内层组再收一层**。
### 第二步：**随机抽 30 条**逐条开页面核（**这是质量证据**）
给：**准确率** · 假的那几条**属于哪一类**（附页面原文）· 该类型**能否定点修掉**
### 第三步：二选一
- 准确率 **≥90% 且假阳性类型集中** ⇒ **定点修那一类，全量直接用**。抽样 30 条写进报告当证据。
**不要再逐页核。**
- 假阳性散、类型不集中 ⇒ 才扩大抽样
**省下的时间全部用来把院系覆盖做全 —— 那才是真正的缺口。**
---
## 4. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。** 大一级（institute/theme/cluster/校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 5. ⚠️ 并行安全（前面出过事故）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**，整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标一致**；不一致 ⇒ 该页作废重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 6. 交付
1. **完备性台账**（全部院系）+ 枚举来源 URL 与院系数
2. **子域/外站清单**
3. **全量候选产物**（五字段，启发式抽的）
4. **抽样 30 条逐条判定表** + **准确率** + **假阳性类型与定点修法**
5. **反例 / 判不准 / 未验清单**（附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（加 `_v2` 后缀避免覆盖旧的）。
---
## 7. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。判不准的贴出来。
5. **只做这一所学校。**
## 8. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_all_RCS.md
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# 课题组逐院系 · 完备性重做 · 苏格兰皇家音乐学院（Royal Conservatoire of Scotland）· `rcs.ac.uk`
前一轮判**收 0**（7 个 cluster 是校级「seven research clusters」，按粒度不收）。
⚠️ **复验**：有没有更细的具名组。 · Manager 2026-09-23
## 0. 为什么全部重做（实测数据）
用户裁定：**所有学校都要补一遍。**
**依据**：5 所已按完备性重做的学校，数字对比 ——
| 学校 | 重做前 | 重做后 | 倍数 |
|---|---|---|---|
| 爱丁堡 | 22 | **643** | **29×** |
| 曼彻斯特 | 未开始 | **268**（32 院系） | — |
| 伯明翰 | 32 | **258**（未取页=0） | **8×** |
| 圣安德鲁斯 | 34 | **178** | 5× |
| 西澳 | 0 | **154**（组/系 7.0） | — |
**⇒ "逐院系枚举不全"是系统性的，不是个别学校。没重做的数都不可信。**
**先读**：`/Users/jun/Codes/prodream/.worklogs/groups-dept/` 下
`REPORT.md`（布里斯托切片）· `finding_edinburgh_v2.md`（**完备性标杆，照它的做法**）。
---
## 1. 本波只做这一所：**苏格兰皇家音乐学院（Royal Conservatoire of Scotland）· `rcs.ac.uk`
前一轮判**收 0**（7 个 cluster 是校级「seven research clusters」，按粒度不收）。
⚠️ **复验**：有没有更细的具名组。**
---
## 2. 完备性门槛（**硬门槛，不是"尽量"**）
### 2.1 必交台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- 院系清单 = 该校**全部**（从官方 faculties/schools/departments 导航 + Sub-units A-Z 拿）
- **给出枚举来源 URL 与总数**
- **`未取页 = 0`**：要么取到，要么有"取不到"的证据（404 / 重定向 / 空壳 / 反爬）
### 2.2 子域 / 外站**必须跟**
爱丁堡实测跟了 **117 个子域 + 39 个外站** —— 不跟就整块漏。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验
`组数 ÷ 枚举到的院系数`。基准：伦敦布里斯托 ≈5.8 / 爱丁堡 ≈25.7（**因校而异，不比大小，只看是否荒谬地低**）。
**比值明显偏低 ⇒ 往下挖一层**：该校院系是不是把研究组织成 theme/centre（大一级，不收），
而底下挂着更细的**具名组**（尤其留意 **"each led by a Principal Investigator"** 这类 PI-group 目录 ——
爱丁堡漏掉的就是四个 PI 目录，其中一个就有 140 条）。
**确认"再下一层没有组"必须贴原文结构作证。**
---
## 3. ⚡ 效率：**启发式自动抽 + 抽样核 30 条**（用户明确要求，不要迂腐）
用户原话：
> 「不需要你六百多条逐页核实呀…**你随便抽样一小部分，确认它是 OK 的，那就可以用了呗**。
> **你肯定要去找这种最高效的方式啊。启发式的方式。**」
### 第一步：启发式自动抽（**全量，不逐页判**）
机械判据批抽：有独立页面 + 页面里有**具名的人**（title 含 Prof/Dr 或 person 链接）
+ **有方向文字块** + 名字不是「索引页/课程/项目/学生群体/讲座系列」。
自述含 `federation` / `N academics` / 校级研究所 ⇒ 标 `big`；**标 `big` 页面里点名的内层组再收一层**。
### 第二步：**随机抽 30 条**逐条开页面核（**这是质量证据**）
给：**准确率** · 假的那几条**属于哪一类**（附页面原文）· 该类型**能否定点修掉**
### 第三步：二选一
- 准确率 **≥90% 且假阳性类型集中** ⇒ **定点修那一类，全量直接用**。抽样 30 条写进报告当证据。
**不要再逐页核。**
- 假阳性散、类型不集中 ⇒ 才扩大抽样
**省下的时间全部用来把院系覆盖做全 —— 那才是真正的缺口。**
---
## 4. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。** 大一级（institute/theme/cluster/校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 5. ⚠️ 并行安全（前面出过事故）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**，整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标一致**；不一致 ⇒ 该页作废重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 6. 交付
1. **完备性台账**（全部院系）+ 枚举来源 URL 与院系数
2. **子域/外站清单**
3. **全量候选产物**（五字段，启发式抽的）
4. **抽样 30 条逐条判定表** + **准确率** + **假阳性类型与定点修法**
5. **反例 / 判不准 / 未验清单**（附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（加 `_v2` 后缀避免覆盖旧的）。
---
## 7. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。判不准的贴出来。
5. **只做这一所学校。**
## 8. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_all_TEMPLATE.md
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# 课题组逐院系 · 完备性重做 · __SCHOOL__ · Manager 2026-09-23
## 0. 为什么全部重做（实测数据）
用户裁定：**所有学校都要补一遍。**
**依据**：5 所已按完备性重做的学校，数字对比 ——
| 学校 | 重做前 | 重做后 | 倍数 |
|---|---|---|---|
| 爱丁堡 | 22 | **643** | **29×** |
| 曼彻斯特 | 未开始 | **268**（32 院系） | — |
| 伯明翰 | 32 | **258**（未取页=0） | **8×** |
| 圣安德鲁斯 | 34 | **178** | 5× |
| 西澳 | 0 | **154**（组/系 7.0） | — |
**⇒ "逐院系枚举不全"是系统性的，不是个别学校。没重做的数都不可信。**
**先读**：`/Users/jun/Codes/prodream/.worklogs/groups-dept/` 下
`REPORT.md`（布里斯托切片）· `finding_edinburgh_v2.md`（**完备性标杆，照它的做法**）。
---
## 1. 本波只做这一所：**__SCHOOL__**
---
## 2. 完备性门槛（**硬门槛，不是"尽量"**）
### 2.1 必交台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- 院系清单 = 该校**全部**（从官方 faculties/schools/departments 导航 + Sub-units A-Z 拿）
- **给出枚举来源 URL 与总数**
- **`未取页 = 0`**：要么取到，要么有"取不到"的证据（404 / 重定向 / 空壳 / 反爬）
### 2.2 子域 / 外站**必须跟**
爱丁堡实测跟了 **117 个子域 + 39 个外站** —— 不跟就整块漏。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验
`组数 ÷ 枚举到的院系数`。基准：伦敦布里斯托 ≈5.8 / 爱丁堡 ≈25.7（**因校而异，不比大小，只看是否荒谬地低**）。
**比值明显偏低 ⇒ 往下挖一层**：该校院系是不是把研究组织成 theme/centre（大一级，不收），
而底下挂着更细的**具名组**（尤其留意 **"each led by a Principal Investigator"** 这类 PI-group 目录 ——
爱丁堡漏掉的就是四个 PI 目录，其中一个就有 140 条）。
**确认"再下一层没有组"必须贴原文结构作证。**
---
## 3. ⚡ 效率：**启发式自动抽 + 抽样核 30 条**（用户明确要求，不要迂腐）
用户原话：
> 「不需要你六百多条逐页核实呀…**你随便抽样一小部分，确认它是 OK 的，那就可以用了呗**。
> **你肯定要去找这种最高效的方式啊。启发式的方式。**」
### 第一步：启发式自动抽（**全量，不逐页判**）
机械判据批抽：有独立页面 + 页面里有**具名的人**（title 含 Prof/Dr 或 person 链接）
+ **有方向文字块** + 名字不是「索引页/课程/项目/学生群体/讲座系列」。
自述含 `federation` / `N academics` / 校级研究所 ⇒ 标 `big`；**标 `big` 页面里点名的内层组再收一层**。
### 第二步：**随机抽 30 条**逐条开页面核（**这是质量证据**）
给：**准确率** · 假的那几条**属于哪一类**（附页面原文）· 该类型**能否定点修掉**
### 第三步：二选一
- 准确率 **≥90% 且假阳性类型集中** ⇒ **定点修那一类，全量直接用**。抽样 30 条写进报告当证据。
**不要再逐页核。**
- 假阳性散、类型不集中 ⇒ 才扩大抽样
**省下的时间全部用来把院系覆盖做全 —— 那才是真正的缺口。**
---
## 4. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。** 大一级（institute/theme/cluster/校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 5. ⚠️ 并行安全（前面出过事故）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**，整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标一致**；不一致 ⇒ 该页作废重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 6. 交付
1. **完备性台账**（全部院系）+ 枚举来源 URL 与院系数
2. **子域/外站清单**
3. **全量候选产物**（五字段，启发式抽的）
4. **抽样 30 条逐条判定表** + **准确率** + **假阳性类型与定点修法**
5. **反例 / 判不准 / 未验清单**（附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（加 `_v2` 后缀避免覆盖旧的）。
---
## 7. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。判不准的贴出来。
5. **只做这一所学校。**
## 8. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_all_UWS.md
+137
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@@ -0,0 +1,137 @@
# 课题组逐院系 · 完备性重做 · 西悉尼大学（Western Sydney University）· `westernsydney.edu.au`
前一轮 42 条候选。 · Manager 2026-09-23
## 0. 为什么全部重做（实测数据）
用户裁定：**所有学校都要补一遍。**
**依据**：5 所已按完备性重做的学校，数字对比 ——
| 学校 | 重做前 | 重做后 | 倍数 |
|---|---|---|---|
| 爱丁堡 | 22 | **643** | **29×** |
| 曼彻斯特 | 未开始 | **268**（32 院系） | — |
| 伯明翰 | 32 | **258**（未取页=0） | **8×** |
| 圣安德鲁斯 | 34 | **178** | 5× |
| 西澳 | 0 | **154**（组/系 7.0） | — |
**⇒ "逐院系枚举不全"是系统性的，不是个别学校。没重做的数都不可信。**
**先读**：`/Users/jun/Codes/prodream/.worklogs/groups-dept/` 下
`REPORT.md`（布里斯托切片）· `finding_edinburgh_v2.md`（**完备性标杆，照它的做法**）。
---
## 1. 本波只做这一所：**西悉尼大学（Western Sydney University）· `westernsydney.edu.au`
前一轮 42 条候选。**
---
## 2. 完备性门槛（**硬门槛，不是"尽量"**）
### 2.1 必交台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- 院系清单 = 该校**全部**（从官方 faculties/schools/departments 导航 + Sub-units A-Z 拿）
- **给出枚举来源 URL 与总数**
- **`未取页 = 0`**：要么取到，要么有"取不到"的证据（404 / 重定向 / 空壳 / 反爬）
### 2.2 子域 / 外站**必须跟**
爱丁堡实测跟了 **117 个子域 + 39 个外站** —— 不跟就整块漏。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验
`组数 ÷ 枚举到的院系数`。基准：伦敦布里斯托 ≈5.8 / 爱丁堡 ≈25.7（**因校而异，不比大小，只看是否荒谬地低**）。
**比值明显偏低 ⇒ 往下挖一层**：该校院系是不是把研究组织成 theme/centre（大一级，不收），
而底下挂着更细的**具名组**（尤其留意 **"each led by a Principal Investigator"** 这类 PI-group 目录 ——
爱丁堡漏掉的就是四个 PI 目录，其中一个就有 140 条）。
**确认"再下一层没有组"必须贴原文结构作证。**
---
## 3. ⚡ 效率：**启发式自动抽 + 抽样核 30 条**（用户明确要求，不要迂腐）
用户原话：
> 「不需要你六百多条逐页核实呀…**你随便抽样一小部分，确认它是 OK 的，那就可以用了呗**。
> **你肯定要去找这种最高效的方式啊。启发式的方式。**」
### 第一步：启发式自动抽（**全量，不逐页判**）
机械判据批抽：有独立页面 + 页面里有**具名的人**（title 含 Prof/Dr 或 person 链接）
+ **有方向文字块** + 名字不是「索引页/课程/项目/学生群体/讲座系列」。
自述含 `federation` / `N academics` / 校级研究所 ⇒ 标 `big`；**标 `big` 页面里点名的内层组再收一层**。
### 第二步：**随机抽 30 条**逐条开页面核（**这是质量证据**）
给：**准确率** · 假的那几条**属于哪一类**（附页面原文）· 该类型**能否定点修掉**
### 第三步：二选一
- 准确率 **≥90% 且假阳性类型集中** ⇒ **定点修那一类，全量直接用**。抽样 30 条写进报告当证据。
**不要再逐页核。**
- 假阳性散、类型不集中 ⇒ 才扩大抽样
**省下的时间全部用来把院系覆盖做全 —— 那才是真正的缺口。**
---
## 4. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。** 大一级（institute/theme/cluster/校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 5. ⚠️ 并行安全（前面出过事故）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**，整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标一致**；不一致 ⇒ 该页作废重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 6. 交付
1. **完备性台账**（全部院系）+ 枚举来源 URL 与院系数
2. **子域/外站清单**
3. **全量候选产物**（五字段，启发式抽的）
4. **抽样 30 条逐条判定表** + **准确率** + **假阳性类型与定点修法**
5. **反例 / 判不准 / 未验清单**（附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（加 `_v2` 后缀避免覆盖旧的）。
---
## 7. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。判不准的贴出来。
5. **只做这一所学校。**
## 8. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_all_YORK.md
+137
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@@ -0,0 +1,137 @@
# 课题组逐院系 · 完备性重做 · 约克大学（University of York）· `york.ac.uk`
前一轮 80 组 / 35 个院系入口 = 2.3，**低于基准**。 · Manager 2026-09-23
## 0. 为什么全部重做（实测数据）
用户裁定：**所有学校都要补一遍。**
**依据**：5 所已按完备性重做的学校，数字对比 ——
| 学校 | 重做前 | 重做后 | 倍数 |
|---|---|---|---|
| 爱丁堡 | 22 | **643** | **29×** |
| 曼彻斯特 | 未开始 | **268**（32 院系） | — |
| 伯明翰 | 32 | **258**（未取页=0） | **8×** |
| 圣安德鲁斯 | 34 | **178** | 5× |
| 西澳 | 0 | **154**（组/系 7.0） | — |
**⇒ "逐院系枚举不全"是系统性的，不是个别学校。没重做的数都不可信。**
**先读**：`/Users/jun/Codes/prodream/.worklogs/groups-dept/` 下
`REPORT.md`（布里斯托切片）· `finding_edinburgh_v2.md`（**完备性标杆，照它的做法**）。
---
## 1. 本波只做这一所：**约克大学（University of York）· `york.ac.uk`
前一轮 80 组 / 35 个院系入口 = 2.3，**低于基准**。**
---
## 2. 完备性门槛（**硬门槛，不是"尽量"**）
### 2.1 必交台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- 院系清单 = 该校**全部**（从官方 faculties/schools/departments 导航 + Sub-units A-Z 拿）
- **给出枚举来源 URL 与总数**
- **`未取页 = 0`**：要么取到，要么有"取不到"的证据（404 / 重定向 / 空壳 / 反爬）
### 2.2 子域 / 外站**必须跟**
爱丁堡实测跟了 **117 个子域 + 39 个外站** —— 不跟就整块漏。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验
`组数 ÷ 枚举到的院系数`。基准：伦敦布里斯托 ≈5.8 / 爱丁堡 ≈25.7（**因校而异，不比大小，只看是否荒谬地低**）。
**比值明显偏低 ⇒ 往下挖一层**：该校院系是不是把研究组织成 theme/centre（大一级，不收），
而底下挂着更细的**具名组**（尤其留意 **"each led by a Principal Investigator"** 这类 PI-group 目录 ——
爱丁堡漏掉的就是四个 PI 目录，其中一个就有 140 条）。
**确认"再下一层没有组"必须贴原文结构作证。**
---
## 3. ⚡ 效率：**启发式自动抽 + 抽样核 30 条**（用户明确要求，不要迂腐）
用户原话：
> 「不需要你六百多条逐页核实呀…**你随便抽样一小部分，确认它是 OK 的，那就可以用了呗**。
> **你肯定要去找这种最高效的方式啊。启发式的方式。**」
### 第一步：启发式自动抽（**全量，不逐页判**）
机械判据批抽：有独立页面 + 页面里有**具名的人**（title 含 Prof/Dr 或 person 链接）
+ **有方向文字块** + 名字不是「索引页/课程/项目/学生群体/讲座系列」。
自述含 `federation` / `N academics` / 校级研究所 ⇒ 标 `big`；**标 `big` 页面里点名的内层组再收一层**。
### 第二步：**随机抽 30 条**逐条开页面核（**这是质量证据**）
给：**准确率** · 假的那几条**属于哪一类**（附页面原文）· 该类型**能否定点修掉**
### 第三步：二选一
- 准确率 **≥90% 且假阳性类型集中** ⇒ **定点修那一类，全量直接用**。抽样 30 条写进报告当证据。
**不要再逐页核。**
- 假阳性散、类型不集中 ⇒ 才扩大抽样
**省下的时间全部用来把院系覆盖做全 —— 那才是真正的缺口。**
---
## 4. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。** 大一级（institute/theme/cluster/校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 5. ⚠️ 并行安全（前面出过事故）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**，整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标一致**；不一致 ⇒ 该页作废重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 6. 交付
1. **完备性台账**（全部院系）+ 枚举来源 URL 与院系数
2. **子域/外站清单**
3. **全量候选产物**（五字段，启发式抽的）
4. **抽样 30 条逐条判定表** + **准确率** + **假阳性类型与定点修法**
5. **反例 / 判不准 / 未验清单**（附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（加 `_v2` 后缀避免覆盖旧的）。
---
## 7. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。判不准的贴出来。
5. **只做这一所学校。**
## 8. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_complete_BIRMINGHAM.md
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@@ -0,0 +1,124 @@
# 课题组逐院系 · 完备性重做 · 伯明翰大学（University of Birmingham）· `birmingham.ac.uk`
前一轮半成品：只抓 98 个 URL（85 成功），**另有 94 个 `research-in-*` 二级页未取**。 · Manager 2026-09-23
## 0. 为什么重做（前几波的教训，读之前先读这段）
**用户明确要求**：
> 「之前不是说这个数量对不上吗？那数量对不上，你没有重新把那些没 kill 掉重新去找吗？
> **就是我们这数据完备性是非常重要的呀。**」
**上一轮的设计缺陷在我**：我给了 75 分钟时间盒、任务书写「到点先交已完成的」——
**这个设计结构上就产出半成品**。实测后果：
- 伯明翰只抓了 **98 个 URL（85 成功）**，另有 **94 个二级页未取**
- 圣安德鲁斯的子域**只验了 1 个**
- 爱丁堡出 22 组（跟了 20+ 子域，绝不止这个数）
**⇒ 本波改设计：1 个 worker 只做 1 所学校；不设时间盒；"未取页 = 0" 是交付门槛。**
**先读**：
- `/Users/jun/Codes/prodream/.worklogs/groups-dept/REPORT.md`（布里斯托切片 = 质量基准，174 组、组/系 ≈5.8）
- 该校已有的 `finding_<slug>.md`（**前一轮的半成品，参考可以，但不要信它的"结论"**）
---
## 1. 本波只做这一所：**伯明翰大学（University of Birmingham）· `birmingham.ac.uk`
前一轮半成品：只抓 98 个 URL（85 成功），**另有 94 个 `research-in-*` 二级页未取**。**
---
## 2. 完备性判据（**本波的交付门槛，不是"尽量"**）
### 2.1 必须交这张台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- **院系清单必须是该校的「全部」** —— 从学校官方的 faculties/schools/departments 导航拿，
或从 sitemap 枚举。**给出你枚举的来源 URL 与总数。**
- **`取不到` 必须给原因**（404 / 重定向 / 无 research 页 / 反爬 …），**不许留空**
- ⚠️ **`未取页 = 0`** —— 要么取到，要么有"取不到"的证据。
### 2.2 子域 / 外站**必须全部跟**
布里斯托实测有 `bristolmathsresearch.org`、`bristolroboticslab.com`、`pluslab.bristol.ac.uk`、
`vilab.blogs.bristol.ac.uk` 这类**不在主域下**的研究单元 —— **不跟就整整漏掉一块**。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验（**必交**）
`组数 ÷ 枚举到的院系数` = **组/系**
**基准：布里斯托 ≈5.8**（174 组 / ~30 系）。
- **比值 ≥ 3** ⇒ 正常
- **比值 < 3** ⇒ **必须解释**，并回答：**该校的院系是不是把研究组织成 theme / centre / institute
（大一级，按用户裁定不收），而底下其实还挂着更细的具名组？**
**若是 ⇒ 往下挖一层，把那些内层组收上来。**
- 若确认"再下一层没有具名组" ⇒ **贴出该院系 research 页的原文章节结构**作为证据
（有哪些 section、每节里是什么）。
**「没找到」和「没有」必须分得清。**
---
## 3. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。**
> 大一级（institute / theme / cluster / 校级研究所）**不收**；**但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 ·
无负责人的方向页。**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 4. ⚠️ 并行安全（**上一波在这里出过事故，必须照做**）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**
（QUB 记录里混进 Bath 的正文与邮箱），整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已存在的 Space）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标 URL 一致**；不一致 ⇒ 该页作废重取
4. **收尾调一次 `await task.finish({ keep: [] })`**（成功时）；
因错误停止**就别调**，把 `spaceId` 报上来
---
## 5. 交付
1. **完备性台账**（§2.1 那张表，全部院系）+ **枚举来源 URL 与院系数**
2. **子域/外站清单**
3. **组/系 的比值 + 解释**（含"再下一层有没有组"的证据）
4. **抽样 15 条五字段产物**（贴出来）
5. **反例清单 / 判不准清单 / 未验清单**（各自附页面原文）
6. 一句话：**这所学校的最终组数是多少？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名。
---
## 6. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒 —— 做完整为止。** 但**每做完一个院系报一次 `status`**（三句话），
这样即使中途出问题，Manager 也知道你到哪了、缺什么。
3. **判据来自页面、来自你自己看。** 你的眼睛比任何正则都准。
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。**判不准的贴出来，不要归类掉。**
5. **只做这一所学校**，别碰别的。
## 7. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_complete_EDINBURGH.md
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# 课题组逐院系 · 完备性重做 · 爱丁堡大学（University of Edinburgh）· `ed.ac.uk`
前一轮出 22 组 —— **明显偏低**（它跟了 20+ 子域，比约克大得多却只有约克的 1/4）。 · Manager 2026-09-23
## 0. 为什么重做（前几波的教训，读之前先读这段）
**用户明确要求**：
> 「之前不是说这个数量对不上吗？那数量对不上，你没有重新把那些没 kill 掉重新去找吗？
> **就是我们这数据完备性是非常重要的呀。**」
**上一轮的设计缺陷在我**：我给了 75 分钟时间盒、任务书写「到点先交已完成的」——
**这个设计结构上就产出半成品**。实测后果：
- 伯明翰只抓了 **98 个 URL（85 成功）**，另有 **94 个二级页未取**
- 圣安德鲁斯的子域**只验了 1 个**
- 爱丁堡出 22 组（跟了 20+ 子域，绝不止这个数）
**⇒ 本波改设计：1 个 worker 只做 1 所学校；不设时间盒；"未取页 = 0" 是交付门槛。**
**先读**：
- `/Users/jun/Codes/prodream/.worklogs/groups-dept/REPORT.md`（布里斯托切片 = 质量基准，174 组、组/系 ≈5.8）
- 该校已有的 `finding_<slug>.md`（**前一轮的半成品，参考可以，但不要信它的"结论"**）
---
## 1. 本波只做这一所：**爱丁堡大学（University of Edinburgh）· `ed.ac.uk`
前一轮出 22 组 —— **明显偏低**（它跟了 20+ 子域，比约克大得多却只有约克的 1/4）。**
---
## 2. 完备性判据（**本波的交付门槛，不是"尽量"**）
### 2.1 必须交这张台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- **院系清单必须是该校的「全部」** —— 从学校官方的 faculties/schools/departments 导航拿，
或从 sitemap 枚举。**给出你枚举的来源 URL 与总数。**
- **`取不到` 必须给原因**（404 / 重定向 / 无 research 页 / 反爬 …），**不许留空**
- ⚠️ **`未取页 = 0`** —— 要么取到，要么有"取不到"的证据。
### 2.2 子域 / 外站**必须全部跟**
布里斯托实测有 `bristolmathsresearch.org`、`bristolroboticslab.com`、`pluslab.bristol.ac.uk`、
`vilab.blogs.bristol.ac.uk` 这类**不在主域下**的研究单元 —— **不跟就整整漏掉一块**。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验（**必交**）
`组数 ÷ 枚举到的院系数` = **组/系**
**基准：布里斯托 ≈5.8**（174 组 / ~30 系）。
- **比值 ≥ 3** ⇒ 正常
- **比值 < 3** ⇒ **必须解释**，并回答：**该校的院系是不是把研究组织成 theme / centre / institute
（大一级，按用户裁定不收），而底下其实还挂着更细的具名组？**
**若是 ⇒ 往下挖一层，把那些内层组收上来。**
- 若确认"再下一层没有具名组" ⇒ **贴出该院系 research 页的原文章节结构**作为证据
（有哪些 section、每节里是什么）。
**「没找到」和「没有」必须分得清。**
---
## 3. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。**
> 大一级（institute / theme / cluster / 校级研究所）**不收**；**但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 ·
无负责人的方向页。**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 4. ⚠️ 并行安全（**上一波在这里出过事故，必须照做**）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**
（QUB 记录里混进 Bath 的正文与邮箱），整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已存在的 Space）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标 URL 一致**；不一致 ⇒ 该页作废重取
4. **收尾调一次 `await task.finish({ keep: [] })`**（成功时）；
因错误停止**就别调**，把 `spaceId` 报上来
---
## 5. 交付
1. **完备性台账**（§2.1 那张表，全部院系）+ **枚举来源 URL 与院系数**
2. **子域/外站清单**
3. **组/系 的比值 + 解释**（含"再下一层有没有组"的证据）
4. **抽样 15 条五字段产物**（贴出来）
5. **反例清单 / 判不准清单 / 未验清单**（各自附页面原文）
6. 一句话：**这所学校的最终组数是多少？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名。
---
## 6. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒 —— 做完整为止。** 但**每做完一个院系报一次 `status`**（三句话），
这样即使中途出问题，Manager 也知道你到哪了、缺什么。
3. **判据来自页面、来自你自己看。** 你的眼睛比任何正则都准。
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。**判不准的贴出来，不要归类掉。**
5. **只做这一所学校**，别碰别的。
## 7. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_complete_MANCHESTER.md
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@@ -0,0 +1,124 @@
# 课题组逐院系 · 完备性重做 · 曼彻斯特大学（University of Manchester）· `manchester.ac.uk`
**前一轮未开始**，从零做。 · Manager 2026-09-23
## 0. 为什么重做（前几波的教训，读之前先读这段）
**用户明确要求**：
> 「之前不是说这个数量对不上吗？那数量对不上，你没有重新把那些没 kill 掉重新去找吗？
> **就是我们这数据完备性是非常重要的呀。**」
**上一轮的设计缺陷在我**：我给了 75 分钟时间盒、任务书写「到点先交已完成的」——
**这个设计结构上就产出半成品**。实测后果：
- 伯明翰只抓了 **98 个 URL（85 成功）**，另有 **94 个二级页未取**
- 圣安德鲁斯的子域**只验了 1 个**
- 爱丁堡出 22 组（跟了 20+ 子域，绝不止这个数）
**⇒ 本波改设计：1 个 worker 只做 1 所学校；不设时间盒；"未取页 = 0" 是交付门槛。**
**先读**：
- `/Users/jun/Codes/prodream/.worklogs/groups-dept/REPORT.md`（布里斯托切片 = 质量基准，174 组、组/系 ≈5.8）
- 该校已有的 `finding_<slug>.md`（**前一轮的半成品，参考可以，但不要信它的"结论"**）
---
## 1. 本波只做这一所：**曼彻斯特大学（University of Manchester）· `manchester.ac.uk`
**前一轮未开始**，从零做。**
---
## 2. 完备性判据（**本波的交付门槛，不是"尽量"**）
### 2.1 必须交这张台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- **院系清单必须是该校的「全部」** —— 从学校官方的 faculties/schools/departments 导航拿，
或从 sitemap 枚举。**给出你枚举的来源 URL 与总数。**
- **`取不到` 必须给原因**（404 / 重定向 / 无 research 页 / 反爬 …），**不许留空**
- ⚠️ **`未取页 = 0`** —— 要么取到，要么有"取不到"的证据。
### 2.2 子域 / 外站**必须全部跟**
布里斯托实测有 `bristolmathsresearch.org`、`bristolroboticslab.com`、`pluslab.bristol.ac.uk`、
`vilab.blogs.bristol.ac.uk` 这类**不在主域下**的研究单元 —— **不跟就整整漏掉一块**。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验（**必交**）
`组数 ÷ 枚举到的院系数` = **组/系**
**基准：布里斯托 ≈5.8**（174 组 / ~30 系）。
- **比值 ≥ 3** ⇒ 正常
- **比值 < 3** ⇒ **必须解释**，并回答：**该校的院系是不是把研究组织成 theme / centre / institute
（大一级，按用户裁定不收），而底下其实还挂着更细的具名组？**
**若是 ⇒ 往下挖一层，把那些内层组收上来。**
- 若确认"再下一层没有具名组" ⇒ **贴出该院系 research 页的原文章节结构**作为证据
（有哪些 section、每节里是什么）。
**「没找到」和「没有」必须分得清。**
---
## 3. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。**
> 大一级（institute / theme / cluster / 校级研究所）**不收**；**但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 ·
无负责人的方向页。**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 4. ⚠️ 并行安全（**上一波在这里出过事故，必须照做**）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**
（QUB 记录里混进 Bath 的正文与邮箱），整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已存在的 Space）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标 URL 一致**；不一致 ⇒ 该页作废重取
4. **收尾调一次 `await task.finish({ keep: [] })`**（成功时）；
因错误停止**就别调**，把 `spaceId` 报上来
---
## 5. 交付
1. **完备性台账**（§2.1 那张表，全部院系）+ **枚举来源 URL 与院系数**
2. **子域/外站清单**
3. **组/系 的比值 + 解释**（含"再下一层有没有组"的证据）
4. **抽样 15 条五字段产物**（贴出来）
5. **反例清单 / 判不准清单 / 未验清单**（各自附页面原文）
6. 一句话：**这所学校的最终组数是多少？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名。
---
## 6. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒 —— 做完整为止。** 但**每做完一个院系报一次 `status`**（三句话），
这样即使中途出问题，Manager 也知道你到哪了、缺什么。
3. **判据来自页面、来自你自己看。** 你的眼睛比任何正则都准。
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。**判不准的贴出来，不要归类掉。**
5. **只做这一所学校**，别碰别的。
## 7. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_complete_STANDREWS.md
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@@ -0,0 +1,124 @@
# 课题组逐院系 · 完备性重做 · 圣安德鲁斯大学（University of St Andrews）· `st-andrews.ac.uk`
前一轮 51 入口只出 34 组，且**子域只验了 1 个（SACHI）**。 · Manager 2026-09-23
## 0. 为什么重做（前几波的教训，读之前先读这段）
**用户明确要求**：
> 「之前不是说这个数量对不上吗？那数量对不上，你没有重新把那些没 kill 掉重新去找吗？
> **就是我们这数据完备性是非常重要的呀。**」
**上一轮的设计缺陷在我**：我给了 75 分钟时间盒、任务书写「到点先交已完成的」——
**这个设计结构上就产出半成品**。实测后果：
- 伯明翰只抓了 **98 个 URL（85 成功）**，另有 **94 个二级页未取**
- 圣安德鲁斯的子域**只验了 1 个**
- 爱丁堡出 22 组（跟了 20+ 子域，绝不止这个数）
**⇒ 本波改设计：1 个 worker 只做 1 所学校；不设时间盒；"未取页 = 0" 是交付门槛。**
**先读**：
- `/Users/jun/Codes/prodream/.worklogs/groups-dept/REPORT.md`（布里斯托切片 = 质量基准，174 组、组/系 ≈5.8）
- 该校已有的 `finding_<slug>.md`（**前一轮的半成品，参考可以，但不要信它的"结论"**）
---
## 1. 本波只做这一所：**圣安德鲁斯大学（University of St Andrews）· `st-andrews.ac.uk`
前一轮 51 入口只出 34 组，且**子域只验了 1 个（SACHI）**。**
---
## 2. 完备性判据（**本波的交付门槛，不是"尽量"**）
### 2.1 必须交这张台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- **院系清单必须是该校的「全部」** —— 从学校官方的 faculties/schools/departments 导航拿，
或从 sitemap 枚举。**给出你枚举的来源 URL 与总数。**
- **`取不到` 必须给原因**（404 / 重定向 / 无 research 页 / 反爬 …），**不许留空**
- ⚠️ **`未取页 = 0`** —— 要么取到，要么有"取不到"的证据。
### 2.2 子域 / 外站**必须全部跟**
布里斯托实测有 `bristolmathsresearch.org`、`bristolroboticslab.com`、`pluslab.bristol.ac.uk`、
`vilab.blogs.bristol.ac.uk` 这类**不在主域下**的研究单元 —— **不跟就整整漏掉一块**。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验（**必交**）
`组数 ÷ 枚举到的院系数` = **组/系**
**基准：布里斯托 ≈5.8**（174 组 / ~30 系）。
- **比值 ≥ 3** ⇒ 正常
- **比值 < 3** ⇒ **必须解释**，并回答：**该校的院系是不是把研究组织成 theme / centre / institute
（大一级，按用户裁定不收），而底下其实还挂着更细的具名组？**
**若是 ⇒ 往下挖一层，把那些内层组收上来。**
- 若确认"再下一层没有具名组" ⇒ **贴出该院系 research 页的原文章节结构**作为证据
（有哪些 section、每节里是什么）。
**「没找到」和「没有」必须分得清。**
---
## 3. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。**
> 大一级（institute / theme / cluster / 校级研究所）**不收**；**但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 ·
无负责人的方向页。**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 4. ⚠️ 并行安全（**上一波在这里出过事故，必须照做**）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**
（QUB 记录里混进 Bath 的正文与邮箱），整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已存在的 Space）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标 URL 一致**；不一致 ⇒ 该页作废重取
4. **收尾调一次 `await task.finish({ keep: [] })`**（成功时）；
因错误停止**就别调**，把 `spaceId` 报上来
---
## 5. 交付
1. **完备性台账**（§2.1 那张表，全部院系）+ **枚举来源 URL 与院系数**
2. **子域/外站清单**
3. **组/系 的比值 + 解释**（含"再下一层有没有组"的证据）
4. **抽样 15 条五字段产物**（贴出来）
5. **反例清单 / 判不准清单 / 未验清单**（各自附页面原文）
6. 一句话：**这所学校的最终组数是多少？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名。
---
## 6. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒 —— 做完整为止。** 但**每做完一个院系报一次 `status`**（三句话），
这样即使中途出问题，Manager 也知道你到哪了、缺什么。
3. **判据来自页面、来自你自己看。** 你的眼睛比任何正则都准。
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。**判不准的贴出来，不要归类掉。**
5. **只做这一所学校**，别碰别的。
## 7. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_complete_TEMPLATE.md
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@@ -0,0 +1,122 @@
# 课题组逐院系 · 完备性重做 · __SCHOOL__ · Manager 2026-09-23
## 0. 为什么重做（前几波的教训，读之前先读这段）
**用户明确要求**：
> 「之前不是说这个数量对不上吗？那数量对不上，你没有重新把那些没 kill 掉重新去找吗？
> **就是我们这数据完备性是非常重要的呀。**」
**上一轮的设计缺陷在我**：我给了 75 分钟时间盒、任务书写「到点先交已完成的」——
**这个设计结构上就产出半成品**。实测后果：
- 伯明翰只抓了 **98 个 URL（85 成功）**，另有 **94 个二级页未取**
- 圣安德鲁斯的子域**只验了 1 个**
- 爱丁堡出 22 组（跟了 20+ 子域，绝不止这个数）
**⇒ 本波改设计：1 个 worker 只做 1 所学校；不设时间盒；"未取页 = 0" 是交付门槛。**
**先读**：
- `/Users/jun/Codes/prodream/.worklogs/groups-dept/REPORT.md`（布里斯托切片 = 质量基准，174 组、组/系 ≈5.8）
- 该校已有的 `finding_<slug>.md`（**前一轮的半成品，参考可以，但不要信它的"结论"**）
---
## 1. 本波只做这一所：**__SCHOOL__**
---
## 2. 完备性判据（**本波的交付门槛，不是"尽量"**）
### 2.1 必须交这张台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- **院系清单必须是该校的「全部」** —— 从学校官方的 faculties/schools/departments 导航拿，
或从 sitemap 枚举。**给出你枚举的来源 URL 与总数。**
- **`取不到` 必须给原因**（404 / 重定向 / 无 research 页 / 反爬 …），**不许留空**
- ⚠️ **`未取页 = 0`** —— 要么取到，要么有"取不到"的证据。
### 2.2 子域 / 外站**必须全部跟**
布里斯托实测有 `bristolmathsresearch.org`、`bristolroboticslab.com`、`pluslab.bristol.ac.uk`、
`vilab.blogs.bristol.ac.uk` 这类**不在主域下**的研究单元 —— **不跟就整整漏掉一块**。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验（**必交**）
`组数 ÷ 枚举到的院系数` = **组/系**
**基准：布里斯托 ≈5.8**（174 组 / ~30 系）。
- **比值 ≥ 3** ⇒ 正常
- **比值 < 3** ⇒ **必须解释**，并回答：**该校的院系是不是把研究组织成 theme / centre / institute
（大一级，按用户裁定不收），而底下其实还挂着更细的具名组？**
**若是 ⇒ 往下挖一层，把那些内层组收上来。**
- 若确认"再下一层没有具名组" ⇒ **贴出该院系 research 页的原文章节结构**作为证据
（有哪些 section、每节里是什么）。
**「没找到」和「没有」必须分得清。**
---
## 3. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。**
> 大一级（institute / theme / cluster / 校级研究所）**不收**；**但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 ·
无负责人的方向页。**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 4. ⚠️ 并行安全（**上一波在这里出过事故，必须照做**）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**
（QUB 记录里混进 Bath 的正文与邮箱），整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已存在的 Space）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标 URL 一致**；不一致 ⇒ 该页作废重取
4. **收尾调一次 `await task.finish({ keep: [] })`**（成功时）；
因错误停止**就别调**，把 `spaceId` 报上来
---
## 5. 交付
1. **完备性台账**（§2.1 那张表，全部院系）+ **枚举来源 URL 与院系数**
2. **子域/外站清单**
3. **组/系 的比值 + 解释**（含"再下一层有没有组"的证据）
4. **抽样 15 条五字段产物**（贴出来）
5. **反例清单 / 判不准清单 / 未验清单**（各自附页面原文）
6. 一句话：**这所学校的最终组数是多少？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名。
---
## 6. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒 —— 做完整为止。** 但**每做完一个院系报一次 `status`**（三句话），
这样即使中途出问题，Manager 也知道你到哪了、缺什么。
3. **判据来自页面、来自你自己看。** 你的眼睛比任何正则都准。
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。**判不准的贴出来，不要归类掉。**
5. **只做这一所学校**，别碰别的。
## 7. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/dept_complete_UWA.md
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@@ -0,0 +1,126 @@
# 课题组逐院系 · 完备性重做 · 西澳大学（University of Western Australia）· `uwa.edu.au`
前一轮**失败**：自报「页面的所/中心链接没被我的候选过滤器捞到」，那个 0 是抓取漏了不是结论。
⚠️ `research-repository.uwa.edu.au` 有 Cloudflare 挑战，换抓法。 · Manager 2026-09-23
## 0. 为什么重做（前几波的教训，读之前先读这段）
**用户明确要求**：
> 「之前不是说这个数量对不上吗？那数量对不上，你没有重新把那些没 kill 掉重新去找吗？
> **就是我们这数据完备性是非常重要的呀。**」
**上一轮的设计缺陷在我**：我给了 75 分钟时间盒、任务书写「到点先交已完成的」——
**这个设计结构上就产出半成品**。实测后果：
- 伯明翰只抓了 **98 个 URL（85 成功）**，另有 **94 个二级页未取**
- 圣安德鲁斯的子域**只验了 1 个**
- 爱丁堡出 22 组（跟了 20+ 子域，绝不止这个数）
**⇒ 本波改设计：1 个 worker 只做 1 所学校；不设时间盒；"未取页 = 0" 是交付门槛。**
**先读**：
- `/Users/jun/Codes/prodream/.worklogs/groups-dept/REPORT.md`（布里斯托切片 = 质量基准，174 组、组/系 ≈5.8）
- 该校已有的 `finding_<slug>.md`（**前一轮的半成品，参考可以，但不要信它的"结论"**）
---
## 1. 本波只做这一所：**西澳大学（University of Western Australia）· `uwa.edu.au`
前一轮**失败**：自报「页面的所/中心链接没被我的候选过滤器捞到」，那个 0 是抓取漏了不是结论。
⚠️ `research-repository.uwa.edu.au` 有 Cloudflare 挑战，换抓法。**
---
## 2. 完备性判据（**本波的交付门槛，不是"尽量"**）
### 2.1 必须交这张台账（**缺一行就是没做完**）
| 院系（该校**全部**） | research 入口 URL | 状态 | 组数 |
|---|---|---|---|
| … | … | `取到` / `取不到：<原因>` | N |
- **院系清单必须是该校的「全部」** —— 从学校官方的 faculties/schools/departments 导航拿，
或从 sitemap 枚举。**给出你枚举的来源 URL 与总数。**
- **`取不到` 必须给原因**（404 / 重定向 / 无 research 页 / 反爬 …），**不许留空**
- ⚠️ **`未取页 = 0`** —— 要么取到，要么有"取不到"的证据。
### 2.2 子域 / 外站**必须全部跟**
布里斯托实测有 `bristolmathsresearch.org`、`bristolroboticslab.com`、`pluslab.bristol.ac.uk`、
`vilab.blogs.bristol.ac.uk` 这类**不在主域下**的研究单元 —— **不跟就整整漏掉一块**。
**给出你找到并跟过的子域/外站清单。**
### 2.3 合理性校验（**必交**）
`组数 ÷ 枚举到的院系数` = **组/系**
**基准：布里斯托 ≈5.8**（174 组 / ~30 系）。
- **比值 ≥ 3** ⇒ 正常
- **比值 < 3** ⇒ **必须解释**，并回答：**该校的院系是不是把研究组织成 theme / centre / institute
（大一级，按用户裁定不收），而底下其实还挂着更细的具名组？**
**若是 ⇒ 往下挖一层，把那些内层组收上来。**
- 若确认"再下一层没有具名组" ⇒ **贴出该院系 research 页的原文章节结构**作为证据
（有哪些 section、每节里是什么）。
**「没找到」和「没有」必须分得清。**
---
## 3. 判据（不变）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。**
> 大一级（institute / theme / cluster / 校级研究所）**不收**；**但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 ·
无负责人的方向页。**共性是页面上有一句「非团队自述」——你去看那句话。**
### 五字段
| # | 字段 | 取法 |
|---|---|---|
| 1 | 课题组名称 | 该组**自己页面**的 H1 |
| 2 | 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 3 | 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 4 | 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 5 | 最近五年论文数 | 一律 null |
---
## 4. ⚠️ 并行安全（**上一波在这里出过事故，必须照做**）
上一波 5 个 worker **挤在同一个 Space 的同一个 page 上**，297 页里出现**跨校串页**
（QUB 记录里混进 Bath 的正文与邮箱），整批作废。
**你必须**：
1. **自己新建一个 TaskSpace**（不要复用别人已存在的 Space）
2. **每个 URL 用独占的新 page**（`newPage()`），**不要共用 p1**
3. **每取一页后校验 `page.url()` 与目标 URL 一致**；不一致 ⇒ 该页作废重取
4. **收尾调一次 `await task.finish({ keep: [] })`**（成功时）；
因错误停止**就别调**，把 `spaceId` 报上来
---
## 5. 交付
1. **完备性台账**（§2.1 那张表，全部院系）+ **枚举来源 URL 与院系数**
2. **子域/外站清单**
3. **组/系 的比值 + 解释**（含"再下一层有没有组"的证据）
4. **抽样 15 条五字段产物**（贴出来）
5. **反例清单 / 判不准清单 / 未验清单**（各自附页面原文）
6. 一句话：**这所学校的最终组数是多少？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名。
---
## 6. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒 —— 做完整为止。** 但**每做完一个院系报一次 `status`**（三句话），
这样即使中途出问题，Manager 也知道你到哪了、缺什么。
3. **判据来自页面、来自你自己看。** 你的眼睛比任何正则都准。
4. **不许发明**：抓不到 ⇒ 写「未验」+ 卡点（URL、错误原文）。**判不准的贴出来，不要归类掉。**
5. **只做这一所学校**，别碰别的。
## 7. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
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# 麦考瑞补齐 · 7 项「组目录」（小任务）· Manager 2026-09-24
## 0. 背景
上一波麦考瑞做了 75 条组 + 台账 + 抽样 30（准确率 40% → 4 类定点修后 12/12）。
**但收尾时浏览器空间被用户接管（hard stop），有 7 项「组目录」页没取成。**
⚠️ **注意**：那个空间（id=1，`ownership: user`）**是用户的，不要动它**。
**你自己新建一个 TaskSpace 重取这 7 项即可** —— 不需要接管、不需要 claim 别人的空间。
**方法**：`/Users/jun/Codes/prodream/.worklogs/groups-dept/METHOD.md`
**上一波产物**：`.worklogs/groups-dept/finding_macquarie_v2.md`（§5-3bis 是这 7 项）+ `macquarie-v2__groups.json`
---
## 1. 要取的 7 项（照 §5-3bis 的表，逐条给状态）
| # | URL | 预期 | 优先级 |
|---|---|---|---|
| 1 | `/macquarie-business-school/our-research/research-centres` | **MQBS 组目录，可能十几条真组** | **最高** |
| 2 | `…/macquarie-law-school/our-research/corporate-citizenship-and-integrity/b-and-hr-access-to-justice-lab` | 内层 Lab | 中 |
| 3 | `…/corporate-citizenship-and-integrity/financial-integrity-hub` | 内层 Hub | 中 |
| 4 | `…/macquarie-law-school/our-research/more-research-excellence` | 可能是组目录 | 中 |
| 5 | 各校级中心的 `<centre>/our-research` 子页（22 个 URL） | 可能点名内层组 | 中 |
| 6 | `/partner/…/cyber-security-hub/our-research` | 该 Hub 的 research 页 | 低 |
| 7 | `…/department-of-linguistics/our-research/collective-for-language-sciences/our-research` | 内层 research 页 | 低 |
（URL 前缀与完整路径以 `finding_macquarie_v2.md` §5-3bis 的表为准 —— **照那张表抄，不要凭本文件缩写猜**）
---
## 2. 判据（不变）
> **这是不是一个「导师带的做研究的团队」？** 粒度上限 = **一个导师能带的规模**。
> 大一级（institute/theme/cluster/校级研究所）**不收**；**大一级下面挂着真组时，只收内层组**。
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**五字段**：课题组名称（组页 H1，无 H1 用目录里的官方组名并标 `_name_source`）·
所在大学及研究中心（**上级是系/院/学部的一律只写大学**）· 研究方向（**没有 ⇒ 不要**）·
联系邮箱（只取本组页/负责人页）· 最近五年论文数 = null
---
## 3. 交付
1. **7 项逐条状态表**：`# | URL | 取到/取不到(原因) | 新增组数 | 抽样 3 条`
2. **新增的组**：追加进一份**新文件** `macquarie-v2__groups_addendum.json`（**不要覆盖上一波的 75 条**），五字段
3. **更新台账**：MQBS 那一行的组数（上一波只计了 5 条，这处是最大缺口）
4. **异常/未验清单**（附页面原文）
5. 一句话：**补齐后麦考瑞一共多少组？还剩什么缺口？**
---
## 4. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，7 项做完为止。** 每取完 2 项报一次 `status`。
3. **自己新建 TaskSpace**（`newPage()` 独占 + `page.url()` 校验）；
**不要碰 id=1 那个 user-owned 空间**。成功收尾调 `finish({keep:[]})`；
因错误停止**就别调**、把 `spaceId` 报上来。
4. **不许发明**：取不到 ⇒ 写 URL + 错误原文。
5. **只做这 7 项**，不重跑全站。
## 5. 边界
- 不碰 prodream_backend、不碰 FE、不碰别的学校的产物。
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# 课题组采集 · 完备性 · 邦德大学（Bond University）· `bond.edu.au`
前一轮 19 条。 · Manager 2026-09-24
## 0. 先读方法件（**不要重新发明方法**）
**`/Users/jun/Codes/prodream/.worklogs/groups-dept/METHOD.md`** —— 那是活的采集方法，
本波照它做。**重点看 §1「入口发现」与 §6「反面清单」。**
一句话：
> **找「组目录」，不要枚举 URL。**
> 官方院系导航 → 各院系 `/research/` → **该页上的「组目录」**（`research-groups` / `research-centres` /
> `groups` / `institutes` / `labs`，**最高价值是「每个组由一位 PI 带」的目录**）。
> **入口 20–60 个/校** —— 不是 sitemap 里的上万条。
**参考已跑通的**：`REPORT.md`（Bristol 切片）· `finding_edinburgh_v2.md`（完备性标杆）、
`finding_anu_v2.md` / `finding_qub_v2.md`（最近两所）。
---
## 1. 本波只做这一所：**邦德大学（Bond University）· `bond.edu.au`
前一轮 19 条。**
---
## 2. 交付（**门槛，不是"尽量"**）
1. **院系台账（缺一行 = 没做完）**
`院系（全部）| research 入口 URL | 状态（取到 / 取不到：<原因>）| 组数`
—— 院系清单从**学校官方导航**拿（`/faculties/`、`/schools-departments/`、`/about/structure` 之类）；
**给出枚举来源 URL 与总数**；**`未取页 = 0`**
2. **全量候选产物**（五字段：课题组名称 / 所在大学及研究中心 / 研究方向 / 联系邮箱 / 最近五年论文数=null）
—— **启发式自动抽，不逐条判**
3. **随机抽 30 条逐条开页面核** → **准确率** + **假阳性类型** + **能否定点修掉**
- 准确率 **≥90% 且类型集中** ⇒ 定点修那一类，**全量直接用，不再逐页核**
4. **合理性校验**：`组数 ÷ 院系数`。**比值荒谬地低 ⇒ 回头找「组目录」那一层**（不是去爬更多 URL）
5. **反例 / 判不准 / 未验清单**（各自附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（`<slug>_v3__groups.json` + `finding_<slug>_v3.md`）。
---
## 3. 判据与字段（摘要；**细则在 METHOD.md §2，以它为准**）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。**
> 大一级（institute / theme / cluster / 校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」—— 你去看那句话。**
| 字段 | 取法 |
|---|---|
| 课题组名称 | 该组**自己页面**的 H1（无 H1 用 `<title>`；JS 渲染/表格行用目录里的官方组名并标来源） |
| 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 最近五年论文数 | null |
---
## 4. ⚠️ 并行安全（出过事故，必须照做）
5 个 worker 曾挤在**同一个 Space 的同一个 page** 上 ⇒ 297 页跨校串页、整批作废。
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的 `newPage()`**，**不要共用 p1**
3. **每取一页校验 `page.url()` 与目标一致**；不一致 ⇒ 废掉重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 5. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未取到：<URL> + <错误原文>」。**判不准的贴出来，不要归类掉。**
5. **只做这一所学校。**
6. **不要从 sitemap 全量枚举 URL**（METHOD.md §6 反面清单第一条）。
## 6. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
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# 课题组采集 · 完备性 · 布里斯托大学（University of Bristol）· `bristol.ac.uk`
切片已做 174 组（方法论基准）。
⚠️ **但爱丁堡从 22 变 643 说明基准本身也可能偏低** —— 复验：
学院站之外有没有**学院自己发布的 PI-group 目录**（爱丁堡漏掉的正是这一类，一个目录就 140 条）。 · Manager 2026-09-24
## 0. 先读方法件（**不要重新发明方法**）
**`/Users/jun/Codes/prodream/.worklogs/groups-dept/METHOD.md`** —— 那是活的采集方法，
本波照它做。**重点看 §1「入口发现」与 §6「反面清单」。**
一句话：
> **找「组目录」，不要枚举 URL。**
> 官方院系导航 → 各院系 `/research/` → **该页上的「组目录」**（`research-groups` / `research-centres` /
> `groups` / `institutes` / `labs`，**最高价值是「每个组由一位 PI 带」的目录**）。
> **入口 20–60 个/校** —— 不是 sitemap 里的上万条。
**参考已跑通的**：`REPORT.md`（Bristol 切片）· `finding_edinburgh_v2.md`（完备性标杆）、
`finding_anu_v2.md` / `finding_qub_v2.md`（最近两所）。
---
## 1. 本波只做这一所：**布里斯托大学（University of Bristol）· `bristol.ac.uk`
切片已做 174 组（方法论基准）。
⚠️ **但爱丁堡从 22 变 643 说明基准本身也可能偏低** —— 复验：
学院站之外有没有**学院自己发布的 PI-group 目录**（爱丁堡漏掉的正是这一类，一个目录就 140 条）。**
---
## 2. 交付（**门槛，不是"尽量"**）
1. **院系台账（缺一行 = 没做完）**
`院系（全部）| research 入口 URL | 状态（取到 / 取不到：<原因>）| 组数`
—— 院系清单从**学校官方导航**拿（`/faculties/`、`/schools-departments/`、`/about/structure` 之类）；
**给出枚举来源 URL 与总数**；**`未取页 = 0`**
2. **全量候选产物**（五字段：课题组名称 / 所在大学及研究中心 / 研究方向 / 联系邮箱 / 最近五年论文数=null）
—— **启发式自动抽，不逐条判**
3. **随机抽 30 条逐条开页面核** → **准确率** + **假阳性类型** + **能否定点修掉**
- 准确率 **≥90% 且类型集中** ⇒ 定点修那一类，**全量直接用，不再逐页核**
4. **合理性校验**：`组数 ÷ 院系数`。**比值荒谬地低 ⇒ 回头找「组目录」那一层**（不是去爬更多 URL）
5. **反例 / 判不准 / 未验清单**（各自附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（`<slug>_v3__groups.json` + `finding_<slug>_v3.md`）。
---
## 3. 判据与字段（摘要；**细则在 METHOD.md §2，以它为准**）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。**
> 大一级（institute / theme / cluster / 校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」—— 你去看那句话。**
| 字段 | 取法 |
|---|---|
| 课题组名称 | 该组**自己页面**的 H1（无 H1 用 `<title>`；JS 渲染/表格行用目录里的官方组名并标来源） |
| 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 最近五年论文数 | null |
---
## 4. ⚠️ 并行安全（出过事故，必须照做）
5 个 worker 曾挤在**同一个 Space 的同一个 page** 上 ⇒ 297 页跨校串页、整批作废。
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的 `newPage()`**，**不要共用 p1**
3. **每取一页校验 `page.url()` 与目标一致**；不一致 ⇒ 废掉重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 5. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未取到：<URL> + <错误原文>」。**判不准的贴出来，不要归类掉。**
5. **只做这一所学校。**
6. **不要从 sitemap 全量枚举 URL**（METHOD.md §6 反面清单第一条）。
## 6. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
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# 课题组采集 · 完备性 · 堪培拉大学（University of Canberra）· `canberra.edu.au`
前一轮 10 条。⚠️ 它的 `To Be Classified(15)` 是混装（`Environmental Science` + `Institute for Applied Ecology`）—— 那本是 Pure 的 type，本波**别走 Pure**，走院系站。 · Manager 2026-09-24
## 0. 先读方法件（**不要重新发明方法**）
**`/Users/jun/Codes/prodream/.worklogs/groups-dept/METHOD.md`** —— 那是活的采集方法，
本波照它做。**重点看 §1「入口发现」与 §6「反面清单」。**
一句话：
> **找「组目录」，不要枚举 URL。**
> 官方院系导航 → 各院系 `/research/` → **该页上的「组目录」**（`research-groups` / `research-centres` /
> `groups` / `institutes` / `labs`，**最高价值是「每个组由一位 PI 带」的目录**）。
> **入口 20–60 个/校** —— 不是 sitemap 里的上万条。
**参考已跑通的**：`REPORT.md`（Bristol 切片）· `finding_edinburgh_v2.md`（完备性标杆）、
`finding_anu_v2.md` / `finding_qub_v2.md`（最近两所）。
---
## 1. 本波只做这一所：**堪培拉大学（University of Canberra）· `canberra.edu.au`
前一轮 10 条。⚠️ 它的 `To Be Classified(15)` 是混装（`Environmental Science` + `Institute for Applied Ecology`）—— 那本是 Pure 的 type，本波**别走 Pure**，走院系站。**
---
## 2. 交付（**门槛，不是"尽量"**）
1. **院系台账（缺一行 = 没做完）**
`院系（全部）| research 入口 URL | 状态（取到 / 取不到：<原因>）| 组数`
—— 院系清单从**学校官方导航**拿（`/faculties/`、`/schools-departments/`、`/about/structure` 之类）；
**给出枚举来源 URL 与总数**；**`未取页 = 0`**
2. **全量候选产物**（五字段：课题组名称 / 所在大学及研究中心 / 研究方向 / 联系邮箱 / 最近五年论文数=null）
—— **启发式自动抽，不逐条判**
3. **随机抽 30 条逐条开页面核** → **准确率** + **假阳性类型** + **能否定点修掉**
- 准确率 **≥90% 且类型集中** ⇒ 定点修那一类，**全量直接用，不再逐页核**
4. **合理性校验**：`组数 ÷ 院系数`。**比值荒谬地低 ⇒ 回头找「组目录」那一层**（不是去爬更多 URL）
5. **反例 / 判不准 / 未验清单**（各自附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（`<slug>_v3__groups.json` + `finding_<slug>_v3.md`）。
---
## 3. 判据与字段（摘要；**细则在 METHOD.md §2，以它为准**）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。**
> 大一级（institute / theme / cluster / 校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」—— 你去看那句话。**
| 字段 | 取法 |
|---|---|
| 课题组名称 | 该组**自己页面**的 H1（无 H1 用 `<title>`；JS 渲染/表格行用目录里的官方组名并标来源） |
| 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 最近五年论文数 | null |
---
## 4. ⚠️ 并行安全（出过事故，必须照做）
5 个 worker 曾挤在**同一个 Space 的同一个 page** 上 ⇒ 297 页跨校串页、整批作废。
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的 `newPage()`**，**不要共用 p1**
3. **每取一页校验 `page.url()` 与目标一致**；不一致 ⇒ 废掉重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 5. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未取到：<URL> + <错误原文>」。**判不准的贴出来，不要归类掉。**
5. **只做这一所学校。**
6. **不要从 sitemap 全量枚举 URL**（METHOD.md §6 反面清单第一条）。
## 6. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/v3_CDU.md
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@@ -0,0 +1,86 @@
# 课题组采集 · 完备性 · 查尔斯达尔文大学（Charles Darwin University）· `cdu.edu.au`
前一轮 11 条。 · Manager 2026-09-24
## 0. 先读方法件（**不要重新发明方法**）
**`/Users/jun/Codes/prodream/.worklogs/groups-dept/METHOD.md`** —— 那是活的采集方法，
本波照它做。**重点看 §1「入口发现」与 §6「反面清单」。**
一句话：
> **找「组目录」，不要枚举 URL。**
> 官方院系导航 → 各院系 `/research/` → **该页上的「组目录」**（`research-groups` / `research-centres` /
> `groups` / `institutes` / `labs`，**最高价值是「每个组由一位 PI 带」的目录**）。
> **入口 20–60 个/校** —— 不是 sitemap 里的上万条。
**参考已跑通的**：`REPORT.md`（Bristol 切片）· `finding_edinburgh_v2.md`（完备性标杆）、
`finding_anu_v2.md` / `finding_qub_v2.md`（最近两所）。
---
## 1. 本波只做这一所：**查尔斯达尔文大学（Charles Darwin University）· `cdu.edu.au`
前一轮 11 条。**
---
## 2. 交付（**门槛，不是"尽量"**）
1. **院系台账（缺一行 = 没做完）**
`院系（全部）| research 入口 URL | 状态（取到 / 取不到：<原因>）| 组数`
—— 院系清单从**学校官方导航**拿（`/faculties/`、`/schools-departments/`、`/about/structure` 之类）；
**给出枚举来源 URL 与总数**；**`未取页 = 0`**
2. **全量候选产物**（五字段：课题组名称 / 所在大学及研究中心 / 研究方向 / 联系邮箱 / 最近五年论文数=null）
—— **启发式自动抽，不逐条判**
3. **随机抽 30 条逐条开页面核** → **准确率** + **假阳性类型** + **能否定点修掉**
- 准确率 **≥90% 且类型集中** ⇒ 定点修那一类，**全量直接用，不再逐页核**
4. **合理性校验**：`组数 ÷ 院系数`。**比值荒谬地低 ⇒ 回头找「组目录」那一层**（不是去爬更多 URL）
5. **反例 / 判不准 / 未验清单**（各自附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（`<slug>_v3__groups.json` + `finding_<slug>_v3.md`）。
---
## 3. 判据与字段（摘要；**细则在 METHOD.md §2，以它为准**）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。**
> 大一级（institute / theme / cluster / 校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」—— 你去看那句话。**
| 字段 | 取法 |
|---|---|
| 课题组名称 | 该组**自己页面**的 H1（无 H1 用 `<title>`；JS 渲染/表格行用目录里的官方组名并标来源） |
| 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 最近五年论文数 | null |
---
## 4. ⚠️ 并行安全（出过事故，必须照做）
5 个 worker 曾挤在**同一个 Space 的同一个 page** 上 ⇒ 297 页跨校串页、整批作废。
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的 `newPage()`**，**不要共用 p1**
3. **每取一页校验 `page.url()` 与目标一致**；不一致 ⇒ 废掉重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 5. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未取到：<URL> + <错误原文>」。**判不准的贴出来，不要归类掉。**
5. **只做这一所学校。**
6. **不要从 sitemap 全量枚举 URL**（METHOD.md §6 反面清单第一条）。
## 6. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/v3_COURTAULD.md
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@@ -0,0 +1,88 @@
# 课题组采集 · 完备性 · 考陶尔德艺术学院（The Courtauld Institute of Art）· `courtauld.ac.uk`
前一轮 93 候选只 8 条过关。⚠️ 单学院专科机构、全站无 faculty/school/department 结构。
**复验：它的 `research/` 之外还有没有别的研究单元入口。** · Manager 2026-09-24
## 0. 先读方法件（**不要重新发明方法**）
**`/Users/jun/Codes/prodream/.worklogs/groups-dept/METHOD.md`** —— 那是活的采集方法，
本波照它做。**重点看 §1「入口发现」与 §6「反面清单」。**
一句话：
> **找「组目录」，不要枚举 URL。**
> 官方院系导航 → 各院系 `/research/` → **该页上的「组目录」**（`research-groups` / `research-centres` /
> `groups` / `institutes` / `labs`，**最高价值是「每个组由一位 PI 带」的目录**）。
> **入口 20–60 个/校** —— 不是 sitemap 里的上万条。
**参考已跑通的**：`REPORT.md`（Bristol 切片）· `finding_edinburgh_v2.md`（完备性标杆）、
`finding_anu_v2.md` / `finding_qub_v2.md`（最近两所）。
---
## 1. 本波只做这一所：**考陶尔德艺术学院（The Courtauld Institute of Art）· `courtauld.ac.uk`
前一轮 93 候选只 8 条过关。⚠️ 单学院专科机构、全站无 faculty/school/department 结构。
**复验：它的 `research/` 之外还有没有别的研究单元入口。****
---
## 2. 交付（**门槛，不是"尽量"**）
1. **院系台账（缺一行 = 没做完）**
`院系（全部）| research 入口 URL | 状态（取到 / 取不到：<原因>）| 组数`
—— 院系清单从**学校官方导航**拿（`/faculties/`、`/schools-departments/`、`/about/structure` 之类）；
**给出枚举来源 URL 与总数**；**`未取页 = 0`**
2. **全量候选产物**（五字段：课题组名称 / 所在大学及研究中心 / 研究方向 / 联系邮箱 / 最近五年论文数=null）
—— **启发式自动抽，不逐条判**
3. **随机抽 30 条逐条开页面核** → **准确率** + **假阳性类型** + **能否定点修掉**
- 准确率 **≥90% 且类型集中** ⇒ 定点修那一类，**全量直接用，不再逐页核**
4. **合理性校验**：`组数 ÷ 院系数`。**比值荒谬地低 ⇒ 回头找「组目录」那一层**（不是去爬更多 URL）
5. **反例 / 判不准 / 未验清单**（各自附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（`<slug>_v3__groups.json` + `finding_<slug>_v3.md`）。
---
## 3. 判据与字段（摘要；**细则在 METHOD.md §2，以它为准**）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。**
> 大一级（institute / theme / cluster / 校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」—— 你去看那句话。**
| 字段 | 取法 |
|---|---|
| 课题组名称 | 该组**自己页面**的 H1（无 H1 用 `<title>`；JS 渲染/表格行用目录里的官方组名并标来源） |
| 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 最近五年论文数 | null |
---
## 4. ⚠️ 并行安全（出过事故，必须照做）
5 个 worker 曾挤在**同一个 Space 的同一个 page** 上 ⇒ 297 页跨校串页、整批作废。
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的 `newPage()`**，**不要共用 p1**
3. **每取一页校验 `page.url()` 与目标一致**；不一致 ⇒ 废掉重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 5. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未取到：<URL> + <错误原文>」。**判不准的贴出来，不要归类掉。**
5. **只做这一所学校。**
6. **不要从 sitemap 全量枚举 URL**（METHOD.md §6 反面清单第一条）。
## 6. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/v3_FLINDERS.md
+86
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@@ -0,0 +1,86 @@
# 课题组采集 · 完备性 · 弗林德斯大学（Flinders University）· `flinders.edu.au`
前一轮 17 条。 · Manager 2026-09-24
## 0. 先读方法件（**不要重新发明方法**）
**`/Users/jun/Codes/prodream/.worklogs/groups-dept/METHOD.md`** —— 那是活的采集方法，
本波照它做。**重点看 §1「入口发现」与 §6「反面清单」。**
一句话：
> **找「组目录」，不要枚举 URL。**
> 官方院系导航 → 各院系 `/research/` → **该页上的「组目录」**（`research-groups` / `research-centres` /
> `groups` / `institutes` / `labs`，**最高价值是「每个组由一位 PI 带」的目录**）。
> **入口 20–60 个/校** —— 不是 sitemap 里的上万条。
**参考已跑通的**：`REPORT.md`（Bristol 切片）· `finding_edinburgh_v2.md`（完备性标杆）、
`finding_anu_v2.md` / `finding_qub_v2.md`（最近两所）。
---
## 1. 本波只做这一所：**弗林德斯大学（Flinders University）· `flinders.edu.au`
前一轮 17 条。**
---
## 2. 交付（**门槛，不是"尽量"**）
1. **院系台账（缺一行 = 没做完）**
`院系（全部）| research 入口 URL | 状态（取到 / 取不到：<原因>）| 组数`
—— 院系清单从**学校官方导航**拿（`/faculties/`、`/schools-departments/`、`/about/structure` 之类）；
**给出枚举来源 URL 与总数**；**`未取页 = 0`**
2. **全量候选产物**（五字段：课题组名称 / 所在大学及研究中心 / 研究方向 / 联系邮箱 / 最近五年论文数=null）
—— **启发式自动抽，不逐条判**
3. **随机抽 30 条逐条开页面核** → **准确率** + **假阳性类型** + **能否定点修掉**
- 准确率 **≥90% 且类型集中** ⇒ 定点修那一类，**全量直接用，不再逐页核**
4. **合理性校验**：`组数 ÷ 院系数`。**比值荒谬地低 ⇒ 回头找「组目录」那一层**（不是去爬更多 URL）
5. **反例 / 判不准 / 未验清单**（各自附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（`<slug>_v3__groups.json` + `finding_<slug>_v3.md`）。
---
## 3. 判据与字段（摘要；**细则在 METHOD.md §2，以它为准**）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。**
> 大一级（institute / theme / cluster / 校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」—— 你去看那句话。**
| 字段 | 取法 |
|---|---|
| 课题组名称 | 该组**自己页面**的 H1（无 H1 用 `<title>`；JS 渲染/表格行用目录里的官方组名并标来源） |
| 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 最近五年论文数 | null |
---
## 4. ⚠️ 并行安全（出过事故，必须照做）
5 个 worker 曾挤在**同一个 Space 的同一个 page** 上 ⇒ 297 页跨校串页、整批作废。
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的 `newPage()`**，**不要共用 p1**
3. **每取一页校验 `page.url()` 与目标一致**；不一致 ⇒ 废掉重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 5. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未取到：<URL> + <错误原文>」。**判不准的贴出来，不要归类掉。**
5. **只做这一所学校。**
6. **不要从 sitemap 全量枚举 URL**（METHOD.md §6 反面清单第一条）。
## 6. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/v3_GSMD.md
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@@ -0,0 +1,88 @@
# 课题组采集 · 完备性 · 市政厅音乐及戏剧学院（Guildhall School of Music & Drama）· `gsmd.ac.uk`
前一轮判**收 0**，附页面原文（学校自述 research 是 individual，不按组组织）。
⚠️ **复验**：看有没有漏掉 PI-group 形态的组目录。若确认是 0，要给出**比上一轮更硬的证据**（原文引用 + 你找过哪些入口）。 · Manager 2026-09-24
## 0. 先读方法件（**不要重新发明方法**）
**`/Users/jun/Codes/prodream/.worklogs/groups-dept/METHOD.md`** —— 那是活的采集方法，
本波照它做。**重点看 §1「入口发现」与 §6「反面清单」。**
一句话：
> **找「组目录」，不要枚举 URL。**
> 官方院系导航 → 各院系 `/research/` → **该页上的「组目录」**（`research-groups` / `research-centres` /
> `groups` / `institutes` / `labs`，**最高价值是「每个组由一位 PI 带」的目录**）。
> **入口 20–60 个/校** —— 不是 sitemap 里的上万条。
**参考已跑通的**：`REPORT.md`（Bristol 切片）· `finding_edinburgh_v2.md`（完备性标杆）、
`finding_anu_v2.md` / `finding_qub_v2.md`（最近两所）。
---
## 1. 本波只做这一所：**市政厅音乐及戏剧学院（Guildhall School of Music & Drama）· `gsmd.ac.uk`
前一轮判**收 0**，附页面原文（学校自述 research 是 individual，不按组组织）。
⚠️ **复验**：看有没有漏掉 PI-group 形态的组目录。若确认是 0，要给出**比上一轮更硬的证据**（原文引用 + 你找过哪些入口）。**
---
## 2. 交付（**门槛，不是"尽量"**）
1. **院系台账（缺一行 = 没做完）**
`院系（全部）| research 入口 URL | 状态（取到 / 取不到：<原因>）| 组数`
—— 院系清单从**学校官方导航**拿（`/faculties/`、`/schools-departments/`、`/about/structure` 之类）；
**给出枚举来源 URL 与总数**；**`未取页 = 0`**
2. **全量候选产物**（五字段：课题组名称 / 所在大学及研究中心 / 研究方向 / 联系邮箱 / 最近五年论文数=null）
—— **启发式自动抽，不逐条判**
3. **随机抽 30 条逐条开页面核** → **准确率** + **假阳性类型** + **能否定点修掉**
- 准确率 **≥90% 且类型集中** ⇒ 定点修那一类，**全量直接用，不再逐页核**
4. **合理性校验**：`组数 ÷ 院系数`。**比值荒谬地低 ⇒ 回头找「组目录」那一层**（不是去爬更多 URL）
5. **反例 / 判不准 / 未验清单**（各自附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（`<slug>_v3__groups.json` + `finding_<slug>_v3.md`）。
---
## 3. 判据与字段（摘要；**细则在 METHOD.md §2，以它为准**）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。**
> 大一级（institute / theme / cluster / 校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」—— 你去看那句话。**
| 字段 | 取法 |
|---|---|
| 课题组名称 | 该组**自己页面**的 H1（无 H1 用 `<title>`；JS 渲染/表格行用目录里的官方组名并标来源） |
| 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 最近五年论文数 | null |
---
## 4. ⚠️ 并行安全（出过事故，必须照做）
5 个 worker 曾挤在**同一个 Space 的同一个 page** 上 ⇒ 297 页跨校串页、整批作废。
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的 `newPage()`**，**不要共用 p1**
3. **每取一页校验 `page.url()` 与目标一致**；不一致 ⇒ 废掉重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 5. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未取到：<URL> + <错误原文>」。**判不准的贴出来，不要归类掉。**
5. **只做这一所学校。**
6. **不要从 sitemap 全量枚举 URL**（METHOD.md §6 反面清单第一条）。
## 6. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/v3_LSTMED.md
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@@ -0,0 +1,86 @@
# 课题组采集 · 完备性 · 利物浦热带医学院（Liverpool School of Tropical Medicine）· `lstmed.ac.uk`
前一轮 33 条；⚠️ 9 个 research theme 里 **8 个 404**（只有 `/research/malaria-other-vector-borne-diseases` 活着）—— 找它的**实际组目录**在哪。 · Manager 2026-09-24
## 0. 先读方法件（**不要重新发明方法**）
**`/Users/jun/Codes/prodream/.worklogs/groups-dept/METHOD.md`** —— 那是活的采集方法，
本波照它做。**重点看 §1「入口发现」与 §6「反面清单」。**
一句话：
> **找「组目录」，不要枚举 URL。**
> 官方院系导航 → 各院系 `/research/` → **该页上的「组目录」**（`research-groups` / `research-centres` /
> `groups` / `institutes` / `labs`，**最高价值是「每个组由一位 PI 带」的目录**）。
> **入口 20–60 个/校** —— 不是 sitemap 里的上万条。
**参考已跑通的**：`REPORT.md`（Bristol 切片）· `finding_edinburgh_v2.md`（完备性标杆）、
`finding_anu_v2.md` / `finding_qub_v2.md`（最近两所）。
---
## 1. 本波只做这一所：**利物浦热带医学院（Liverpool School of Tropical Medicine）· `lstmed.ac.uk`
前一轮 33 条；⚠️ 9 个 research theme 里 **8 个 404**（只有 `/research/malaria-other-vector-borne-diseases` 活着）—— 找它的**实际组目录**在哪。**
---
## 2. 交付（**门槛，不是"尽量"**）
1. **院系台账（缺一行 = 没做完）**
`院系（全部）| research 入口 URL | 状态（取到 / 取不到：<原因>）| 组数`
—— 院系清单从**学校官方导航**拿（`/faculties/`、`/schools-departments/`、`/about/structure` 之类）；
**给出枚举来源 URL 与总数**；**`未取页 = 0`**
2. **全量候选产物**（五字段：课题组名称 / 所在大学及研究中心 / 研究方向 / 联系邮箱 / 最近五年论文数=null）
—— **启发式自动抽，不逐条判**
3. **随机抽 30 条逐条开页面核** → **准确率** + **假阳性类型** + **能否定点修掉**
- 准确率 **≥90% 且类型集中** ⇒ 定点修那一类，**全量直接用，不再逐页核**
4. **合理性校验**：`组数 ÷ 院系数`。**比值荒谬地低 ⇒ 回头找「组目录」那一层**（不是去爬更多 URL）
5. **反例 / 判不准 / 未验清单**（各自附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（`<slug>_v3__groups.json` + `finding_<slug>_v3.md`）。
---
## 3. 判据与字段（摘要；**细则在 METHOD.md §2，以它为准**）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。**
> 大一级（institute / theme / cluster / 校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」—— 你去看那句话。**
| 字段 | 取法 |
|---|---|
| 课题组名称 | 该组**自己页面**的 H1（无 H1 用 `<title>`；JS 渲染/表格行用目录里的官方组名并标来源） |
| 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 最近五年论文数 | null |
---
## 4. ⚠️ 并行安全（出过事故，必须照做）
5 个 worker 曾挤在**同一个 Space 的同一个 page** 上 ⇒ 297 页跨校串页、整批作废。
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的 `newPage()`**，**不要共用 p1**
3. **每取一页校验 `page.url()` 与目标一致**；不一致 ⇒ 废掉重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 5. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未取到：<URL> + <错误原文>」。**判不准的贴出来，不要归类掉。**
5. **只做这一所学校。**
6. **不要从 sitemap 全量枚举 URL**（METHOD.md §6 反面清单第一条）。
## 6. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/v3_RCS.md
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@@ -0,0 +1,88 @@
# 课题组采集 · 完备性 · 苏格兰皇家音乐学院（Royal Conservatoire of Scotland）· `rcs.ac.uk`
前一轮判**收 0**（7 个 cluster 是校级「seven research clusters」，按粒度不收）。
⚠️ **复验**：有没有更细的具名组目录。同样，若确认 0 要给更硬的证据。 · Manager 2026-09-24
## 0. 先读方法件（**不要重新发明方法**）
**`/Users/jun/Codes/prodream/.worklogs/groups-dept/METHOD.md`** —— 那是活的采集方法，
本波照它做。**重点看 §1「入口发现」与 §6「反面清单」。**
一句话：
> **找「组目录」，不要枚举 URL。**
> 官方院系导航 → 各院系 `/research/` → **该页上的「组目录」**（`research-groups` / `research-centres` /
> `groups` / `institutes` / `labs`，**最高价值是「每个组由一位 PI 带」的目录**）。
> **入口 20–60 个/校** —— 不是 sitemap 里的上万条。
**参考已跑通的**：`REPORT.md`（Bristol 切片）· `finding_edinburgh_v2.md`（完备性标杆）、
`finding_anu_v2.md` / `finding_qub_v2.md`（最近两所）。
---
## 1. 本波只做这一所：**苏格兰皇家音乐学院（Royal Conservatoire of Scotland）· `rcs.ac.uk`
前一轮判**收 0**（7 个 cluster 是校级「seven research clusters」，按粒度不收）。
⚠️ **复验**：有没有更细的具名组目录。同样，若确认 0 要给更硬的证据。**
---
## 2. 交付（**门槛，不是"尽量"**）
1. **院系台账（缺一行 = 没做完）**
`院系（全部）| research 入口 URL | 状态（取到 / 取不到：<原因>）| 组数`
—— 院系清单从**学校官方导航**拿（`/faculties/`、`/schools-departments/`、`/about/structure` 之类）；
**给出枚举来源 URL 与总数**；**`未取页 = 0`**
2. **全量候选产物**（五字段：课题组名称 / 所在大学及研究中心 / 研究方向 / 联系邮箱 / 最近五年论文数=null）
—— **启发式自动抽，不逐条判**
3. **随机抽 30 条逐条开页面核** → **准确率** + **假阳性类型** + **能否定点修掉**
- 准确率 **≥90% 且类型集中** ⇒ 定点修那一类，**全量直接用，不再逐页核**
4. **合理性校验**：`组数 ÷ 院系数`。**比值荒谬地低 ⇒ 回头找「组目录」那一层**（不是去爬更多 URL）
5. **反例 / 判不准 / 未验清单**（各自附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（`<slug>_v3__groups.json` + `finding_<slug>_v3.md`）。
---
## 3. 判据与字段（摘要；**细则在 METHOD.md §2，以它为准**）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。**
> 大一级（institute / theme / cluster / 校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」—— 你去看那句话。**
| 字段 | 取法 |
|---|---|
| 课题组名称 | 该组**自己页面**的 H1（无 H1 用 `<title>`；JS 渲染/表格行用目录里的官方组名并标来源） |
| 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 最近五年论文数 | null |
---
## 4. ⚠️ 并行安全（出过事故，必须照做）
5 个 worker 曾挤在**同一个 Space 的同一个 page** 上 ⇒ 297 页跨校串页、整批作废。
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的 `newPage()`**，**不要共用 p1**
3. **每取一页校验 `page.url()` 与目标一致**；不一致 ⇒ 废掉重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 5. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未取到：<URL> + <错误原文>」。**判不准的贴出来，不要归类掉。**
5. **只做这一所学校。**
6. **不要从 sitemap 全量枚举 URL**（METHOD.md §6 反面清单第一条）。
## 6. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。
tasks/v3_UWS.md
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@@ -0,0 +1,86 @@
# 课题组采集 · 完备性 · 西悉尼大学（Western Sydney University）· `westernsydney.edu.au`
前一轮 42 条候选，未出判定合计。 · Manager 2026-09-24
## 0. 先读方法件（**不要重新发明方法**）
**`/Users/jun/Codes/prodream/.worklogs/groups-dept/METHOD.md`** —— 那是活的采集方法，
本波照它做。**重点看 §1「入口发现」与 §6「反面清单」。**
一句话：
> **找「组目录」，不要枚举 URL。**
> 官方院系导航 → 各院系 `/research/` → **该页上的「组目录」**（`research-groups` / `research-centres` /
> `groups` / `institutes` / `labs`，**最高价值是「每个组由一位 PI 带」的目录**）。
> **入口 20–60 个/校** —— 不是 sitemap 里的上万条。
**参考已跑通的**：`REPORT.md`（Bristol 切片）· `finding_edinburgh_v2.md`（完备性标杆）、
`finding_anu_v2.md` / `finding_qub_v2.md`（最近两所）。
---
## 1. 本波只做这一所：**西悉尼大学（Western Sydney University）· `westernsydney.edu.au`
前一轮 42 条候选，未出判定合计。**
---
## 2. 交付（**门槛，不是"尽量"**）
1. **院系台账（缺一行 = 没做完）**
`院系（全部）| research 入口 URL | 状态（取到 / 取不到：<原因>）| 组数`
—— 院系清单从**学校官方导航**拿（`/faculties/`、`/schools-departments/`、`/about/structure` 之类）；
**给出枚举来源 URL 与总数**；**`未取页 = 0`**
2. **全量候选产物**（五字段：课题组名称 / 所在大学及研究中心 / 研究方向 / 联系邮箱 / 最近五年论文数=null）
—— **启发式自动抽，不逐条判**
3. **随机抽 30 条逐条开页面核** → **准确率** + **假阳性类型** + **能否定点修掉**
- 准确率 **≥90% 且类型集中** ⇒ 定点修那一类，**全量直接用，不再逐页核**
4. **合理性校验**：`组数 ÷ 院系数`。**比值荒谬地低 ⇒ 回头找「组目录」那一层**（不是去爬更多 URL）
5. **反例 / 判不准 / 未验清单**（各自附页面原文）
6. 一句话：**最终组数？完备性有没有缺口？**
产物写到 `.worklogs/groups-dept/`，按 school-slug 命名（`<slug>_v3__groups.json` + `finding_<slug>_v3.md`）。
---
## 3. 判据与字段（摘要；**细则在 METHOD.md §2，以它为准**）
> **打开页面像人一样看：这是不是一个「导师带的做研究的团队」？**
> **粒度上限 = 一个导师能带的规模。**
> 大一级（institute / theme / cluster / 校级研究所）**不收**；
> **但大一级下面挂着真组时，只收内层组。**
**不是组**：服务设施 · 研讨会系列 · 项目 · 学生培养计划 · 单项研究 · 空页重定向 · 无负责人的方向页。
**共性是页面上有一句「非团队自述」—— 你去看那句话。**
| 字段 | 取法 |
|---|---|
| 课题组名称 | 该组**自己页面**的 H1（无 H1 用 `<title>`；JS 渲染/表格行用目录里的官方组名并标来源） |
| 所在大学及研究中心 | 大学 + **真实上级研究单位**；⚠️ 上级是系/院/学部的**不许当研究中心写**，没有真上级就**只写大学** |
| 研究方向 | 该组页上的方向文字。**没有 ⇒ 不要** |
| 联系邮箱 | 只接受**本组页 / 本组负责人页**的邮箱 |
| 最近五年论文数 | null |
---
## 4. ⚠️ 并行安全（出过事故，必须照做）
5 个 worker 曾挤在**同一个 Space 的同一个 page** 上 ⇒ 297 页跨校串页、整批作废。
1. **自己新建一个 TaskSpace**（不要复用别人已有的）
2. **每个 URL 用独占的 `newPage()`**，**不要共用 p1**
3. **每取一页校验 `page.url()` 与目标一致**；不一致 ⇒ 废掉重取
4. 成功时收尾调一次 `await task.finish({ keep: [] })`；**因错误停止就别调**，把 `spaceId` 报上来
---
## 5. 硬要求
1. **只读**：只写产物到 `.worklogs/groups-dept/`。不写索引、不改业务代码、不动数据。
2. **不设时间盒，做完整为止。** 但**每做完一个院系报一次 `status`**（三句话）。
3. **判据来自页面。你的眼睛比任何正则都准。**
4. **不许发明**：抓不到 ⇒ 写「未取到：<URL> + <错误原文>」。**判不准的贴出来，不要归类掉。**
5. **只做这一所学校。**
6. **不要从 sitemap 全量枚举 URL**（METHOD.md §6 反面清单第一条）。
## 6. 边界
- 不碰 prodream_backend、不碰 FE、不碰 `.worklogs/groups-rebuild/` 与 `groups-verify/`。