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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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Global Educational Policies and Reforms
Retraction
Abstract
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Label agreement
Label status

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 13 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.

venueno affno abstractunlabeled
Stereotype and Bias in Education
Stephanie Itle-Clark
2019· article· en· Green teacher· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
THROUGH EXPERIENCE
2014· article· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
The Debates Around Lifelong Education/Learning
Leona M. English, Peter Mayo
2012· book-chapter· en· SensePublishers eBooks· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
0
citations
affvenueaboutunlabeled
Book Reviews
Aparna Mishra Tarc, Ruth Hayhoe
2011· article· en· Comparative and International Education· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Review: International Handbook of Educational Policy
Kashif Raza
2019· article· en· Canadian Journal of Education / Revue canadienne de l éducation· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Towards life-friendly education:beyond in/out
Michael Paulsen
2024· article· en· University of Southern Denmark Research Portal (University of Southern Denmark)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Algeria – Likoul: Quality Education for All
Sofiane Baba, Amina I. Wazoumi, Samuel D. Bradley
2022· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
Bill 23: Monitoring, standardizing and punishing
Maryse Potvin, Simon Bilodeau
2025· article· en· McGill Journal of Education / Revue des sciences de l éducation de McGill· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affno abstractunlabeled
Curriculum and identity options
Rachel Heydon, Carla Ruthes Coelho
2022· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Review of The Institutions of education
Eva Krugly‐Smolska
2005· article· en· Canadian Journal of Higher Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
So, What Is Policy, Anyway?
David C. Young, Robert E. White, Mónica Williams
2023· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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