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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 ·
Categories
Machine labels · sparse coverage
Evidence
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
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
venueno affunlabeled
Australian policy activism in language and literacy
2001· article· en· Canadian Modern Language Review/ La Revue canadienne des langues vivantes· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
105
citations
affunlabeled
Critically Engaged Learning: Connecting to Young Lives
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.
2001· book· en· Department of Health eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
67
citations
aboutno affunlabeled
Learning a Living
2005· book· en· OECD eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
57
citations
affaboutunlabeled
SCHOOLING AND THE DILEMMA OF YOUTH DISENGAGEMENT
2003· article· en· McGill Journal of Education / Revue des sciences de l'éducation de McGill· Social Sciences
distilled prediction:candidate · stsconsensus · none
54
citations

How this was built: Screen · Findings · About