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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
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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
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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 12 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
International Perspectives on Higher Education
2012· book· en· Continuum International Publishing Group eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
4
citations
aboutno affunlabeled
The university and society
George Fallis
2016· book-chapter· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
venueno affunlabeled
Key Emerging Issues in Higher Education, Fiji
Prashneel Ravisan Goundar
2019· article· en· Asian Social Science· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
venueno affunlabeled
Academic Deanship in a Post Pandemic Institution
Kenneth M. Coll, Charles P. Ruch
2021· article· en· International Journal of Higher Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
affvenueaboutunlabeled
Academic work and institutional diversity in Canada
Olivier Bégin‐Caouette, Sébastien Béland, Grace Karram Stephenson, Glen A. Jones, Amy Scott Metcalfe
2024· article· en· McGill Journal of Education / Revue des sciences de l éducation de McGill· Social Sciences
distilled prediction:candidate · stsconsensus · none
4
citations
affunlabeled
New Generation University: A Model Proposal
Metin Toprak, Yüksel Bayraktar, Armağan Erdoğan, Şerife Deniz Kolat, Mehmet Şengül
2021· article· en· Yuksekogretim Dergisi· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affvenueunlabeled
Taking a Detour from a Journey
Purnima George
2019· article· en· Critical Social Work· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
The Precarious Future of Education
jan jagodzinski
2016· book· en· Palgrave Macmillan US eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
aboutno affno abstractunlabeled
11. Canadian Management Education at the Millennium
Barry E. C. Boothman
2000· book-chapter· en· University of Toronto Press eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
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How this was built: Screen · Findings · About