Files
doctoral-research-groups/method/finding_anu_v2.md
T

28 KiB
Raw Blame History

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。