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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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Global Educational Policies and Reforms
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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.

783 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.
783 works in the cohort · of 4,299,418page 8 of 16

Labels cover 1 of 783 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 783 of 783 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 Education and Society
Alexander W. Wiseman, Audree Chase-Mayoral, Thomas Janis
2012· book-chapter· en· International perspectives on education and society· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
JCIHE: Vol. 15 Issue 1, 2023
Rosalind Latiner Raby
2023· article· en· Journal of Comparative & International Higher Education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Editorial: Open issue
Andreas Fejes, António Fragoso
2015· editorial· en· European Journal for Research on the Education and Learning of Adults· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch
1
citations
affvenueaboutunlabeled
Editorial Introduction
Ali A. Abdi
2006· article· en· Journal of Contemporary Issues in Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
James Tooley, Reclaiming Education
Mark Holmes
2000· article· en· Journal of Educational Change· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Jamaica's Policy Toward GATS
Terence Frater
2015· article· en· International Higher Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
The continued relevance of class
Tom Nesbit
2005· article· en· New Directions for Adult and Continuing Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Morphologies and Contexts
Christian Maroy, Xavier Pons, Samuel Vaillancourt
2019· book-chapter· en· Educational governance research· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
afffundunlabeled
Leading under Pressure
Stephanie Chitpin
2022· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Twenty-Five Years of Devolved Education in Wales
Moira Hulme, Lisa Taylor, Paul McFlynn, Alexandra Morgan, Mark Connolly, Emmajane Milton +20 more
2025· book· University of Wales Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Neoliberalism and Adult Education
Hussein Chaitani
2025· book-chapter· en· Advances in higher education and professional development book series· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations

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