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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
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.

2,366 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.
2,366 works in the cohort · of 4,299,418page 1 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 affunlabeled
Race in the Schoolyard
Amanda E. Lewis
2019· book· en· Rutgers University Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
361
citations
fundno affunlabeled
The Future of Education and Skills
2018· report· en· Education policy pointers· Social Sciences
distilled prediction:candidate · noneconsensus · none
177
citations
aboutno affunlabeled
Unequal Attainments
2014· book· en· British Academy eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
120
citations
aboutno affunlabeled
Handbook of educational leadership and management
Brent Davies, John West‐Burnham
2003· book· en· Pearson Education eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
111
citations
aboutno affunlabeled
Teaching Number: Advancing Children′s Skills and Strategies
Robert J. Wright, Jim Martland, Ann K. Stafford, Garry Stranger
2002· book· en· Medical Entomology and Zoology· Social Sciences
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
108
citations
venueno affunlabeled
Australian policy activism in language and literacy
Joseph Lo Bianco, Rosie Wickert
2001· article· en· Canadian Modern Language Review/ La Revue canadienne des langues vivantes· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
105
citations
venueno affunlabeled
The Dynamics of ESL Drop-out: <i>Plus Ça Change…</i>
David Watt, Hetty Roessingh
2001· article· en· Canadian Modern Language Review/ La Revue canadienne des langues vivantes· Social Sciences
distilled prediction:candidate · noneconsensus · none
97
citations
affno abstractunlabeled
A Framework for Research on Large-scale Reform
Kenneth Leithwood, Doris Jantzi, Blair Mascall
2002· article· en· Journal of Educational Change· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
83
citations
affvenueaboutno abstractunlabeled
Contexts of Adult Education: Canadian Perspectives
Deborah Bartlette
2007· article· en· Canadian Journal of University Continuing Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
81
citations
affunlabeled
Critically Engaged Learning: Connecting to Young Lives
John Smyth, Alastair Lawrence, Barry Down, Peter McInerney
2008· book· en· Murdoch Research Repository (Murdoch University)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
70
citations
aboutno affunlabeled
Learning difficulties and ethnicity.
Ghazala Mir, Andrew Nocon, Waqar Ahmad, Lesley Jones
2001· book· en· Department of Health eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
67
citations
aboutno affunlabeled
Successful school principalship in small schools
John Ewington, Bill Mulford, Diana Kendall, Bill Edmunds, Lawrie Kendall, Halia Silins
2008· article· en· Journal of Educational Administration· Social Sciences
distilled prediction:candidate · noneconsensus · none
65
citations
aboutno affunlabeled
Learning a Living
2005· book· en· OECD eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
57
citations
aboutno affunlabeled
Educational research in practice : making sense of methodology
Joanna Swann, John Pratt
2003· book· en· Research Portal (King's College London)· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch
56
citations
affaboutunlabeled
SCHOOLING AND THE DILEMMA OF YOUTH DISENGAGEMENT
George J. Sefa Dei
2003· article· en· McGill Journal of Education / Revue des sciences de l'éducation de McGill· Social Sciences
distilled prediction:candidate · stsconsensus · none
54
citations

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