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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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Education Systems and Policy
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

2,366 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.
2,366 works in the cohort · of 4,299,418page 6 of 48

Labels cover 4 of 2,366 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 2,366 of 2,366 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affno abstractunlabeled
Adult Education in Canada:
2022· book-chapter· en· University of Ottawa Press eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
affaboutunlabeled
STUDENT ENGAGEMENT IN TIMES OF TURBULENT CHANGE
Lorna Earl, Stephanie Sutherland
2003· article· en· McGill Journal of Education / Revue des sciences de l'éducation de McGill· Social Sciences
distilled prediction:candidate · noneconsensus · none
12
citations
aboutno affunlabeled
Alternative Education Provision at Key Stage 4
Mairi Ann Cullen, Felicity Fletcher‐Campbell, Ella M. Bowen, Jayne Osgood, Sarah A. Kelleher
2000· book· en· OpenGrey (Institut de l'Information Scientifique et Technique)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
11
citations
affunlabeled
Rural school children picturing family life
Naydene de Lange, Tilla Olivier, Johanna Geldenhuys, Claudia Mitchell
2012· article· en· Perspectives in Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
10
citations
venueno affunlabeled
Leadership Tensions and Dilemmas, 12(17)
Bill Edmunds, Bill Mulford, Diana Kendall, Lawrie Kendall
2008· article· en· International electronic journal for leadership in learning· Social Sciences
distilled prediction:candidate · noneconsensus · none
10
citations

How this was built: Screen · Findings · About