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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
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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 10 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.

venueno affunlabeled
Rethinking Open Universities
Hanmo Jeong
2019· article· en· The International Review of Research in Open and Distributed Learning· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
aboutno affno abstractunlabeled
Introduction: Racism in the Canadian University
Frances Henry, Carol Tator
2009· book-chapter· en· University of Toronto Press eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
Mauritius as a developing education hub
Jane Knight, Shaheen Motala-Timol
2022· article· en· International Journal of Educational Development· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
aboutno affunlabeled
Leadership under Fire
Ross Paul
2011· book· en· McGill-Queen's University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affunlabeled
Internationalization Higher Education for What?
You Zhang
2021· article· en· Journal of Comparative & International Higher Education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
Comparative Higher Education Politics
2023· book· en· Higher education dynamics· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
7
citations
affno abstractunlabeled
Innover dans l'enseignement supérieur
Denis Bédard, Jean–Pierre Béchard
2009· book-chapter· fr· Presses Universitaires de France eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
citations
affunlabeled
Trends in Higher Education
Heather Kanuka
2022· article· en· Trends in Higher Education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
venueno affno abstractunlabeled
The New Brutalism in Higher Education
Henry A. Giroux
2015· article· en· Alternate routes· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
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