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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.

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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
aboutaboutness

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 27 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Higher Education in a Global Society (review)
Josephine Sahaya
2012· article· en· Review of higher education/˜The œreview of higher education· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Higher education reaching for UN goals
Michael Osborne, Hans G. Schuetze
2025· article· en· Journal of Adult and Continuing Education· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Academics in the Policy Advisory System
Andrea Migone, R. Michael McGregor, Kathy L. Brock, Michael Howlett
2025· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Prelims
Enakshi Sengupta, Patrick Blessinger, Craig Mahoney
2020· book-chapter· en· Innovations in higher education teaching and learning· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Editorial
Kumari Beck, Marianne Jacquet
2019· editorial· en· Comparative and International Education· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueno abstractunlabeled
University College News / Nouvelles des universités et des collèges
Daniel Giroux -Doyen, Roch Rochon -Technologue, Marc Hébert -Professeur, Marc Nellis - Professeur, Karl Aubry -Professeur, Roch Boulerice
2006· article· fr· The Forestry Chronicle· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Message from the Editor-in-Chief
Ingrid Harrington
2024· article· en· International Journal of Higher Education· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Index
2011· paratext· en· Edward Elgar Publishing eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
New Colleges Across Canada
2007· book-chapter· en· University of British Columbia Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Global Challenges and Managerial Culture
O. P. Dwivedi, Renu Khator, Jorge Nef
2007· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Another University, Now!
Rinaldo Walcott
2023· article· en· TOPIA Canadian Journal of Cultural Studies· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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