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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Higher Education Governance and Development
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,875 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,875 works in the cohort · of 4,299,418page 1 of 38

Labels cover 7 of 1,875 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 1,875 of 1,875 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Higher Education in Turmoil
Jane Knight
2008· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
530
citations
affunlabeled
Updated Definition of Internationalization
Jane Knight
2015· article· en· International Higher Education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
417
citations
affvenueunlabeled
Producing anxiety in the neoliberal university
Lawrence D. Berg, Edward H. Huijbens, Henrik Gutzon Larsen
2016· article· en· Canadian Geographies / Géographies canadiennes· Social Sciences
distilled prediction:candidate · noneconsensus · none
357
citations
affunlabeled
Five Myths about Internationalization
Jane Knight
2015· article· en· International Higher Education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
233
citations
affunlabeled
Transnational Education Remodeled
Jane Knight
2015· article· en· Journal of Studies in International Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
219
citations
aboutno affunlabeled
World University rankings
David Turner
2008· book-chapter· en· International perspectives on education and society· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
179
citations
affunlabeled
International Universities
Jane Knight
2015· article· en· Journal of Studies in International Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
175
citations
affaboutunlabeled
No Time to Think
Heather Menzies, Janice Newson
2007· article· en· Time & Society· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
155
citations
aboutno affunlabeled
Privatization and public universities
Douglas M. Priest, Edward P. St. John
2006· book· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
136
citations
aboutno affunlabeled
CHINA'S BRAIN DRAIN AT THE HIGH END
Cong Cao
2008· article· en· Asian Population Studies· Social Sciences
distilled prediction:candidate · stsconsensus · none
128
citations
aboutno affunlabeled
Revisiting the global market for higher education
Tim Mazzarol, Geoffrey N. Soutar
2012· article· en· Asia Pacific Journal of Marketing and Logistics· Social Sciences
distilled prediction:candidate · noneconsensus · none
117
citations
affunlabeled
The internationalization of universities
Wendy Wing-Ying Chan, Clive Dimmock
2008· article· en· Journal of Research in International Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
115
citations
affunlabeled
Mapping Careers and Mobility of Doctorate Holders
Laudeline Auriol, Bernard Félix
2010· paratext· en· OECD science, technology and industry working papers· Social Sciences
distilled prediction:candidate · sts+research_integrityconsensus · sts
106
citations

How this was built: Screen · Findings · About