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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
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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 4 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
Black learners in Canada
rosalind hampton
2010· article· en· Race & Class· Social Sciences
distilled prediction:candidate · noneconsensus · none
20
citations
aboutno affunlabeled
Origins of the modern career
David Mitch, John E. Brown, Marco H. D. van Leeuwen
2004· book· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Social class and adult education
Tom Nesbit
2005· article· en· New Directions for Adult and Continuing Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
18
citations
aboutno affunlabeled
Literacy Teacher Educators
Clive Beck
2013· book· en· SensePublishers eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
18
citations
affno abstractunlabeled
Living Literacies: Literacy for social change
Chenkai Chi
2021· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Social Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
16
citations
aboutno affunlabeled
ESL in Adult Education
Brian Tomlinson
2005· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
16
citations
affvenueunlabeled
Promoting Teaching in Rural Schools
Edwin G. Ralph
2006· article· en· Journal of Teaching and Learning· Social Sciences
distilled prediction:candidate · noneconsensus · none
16
citations
affaboutunlabeled
Travail pendant les études, performance scolaire et abandon
M.G. Dagenais, Claude Monarquette, Daniel Parent, Nathalie Viennot-Briot
2000· article· fr· Économie publique/Public economics· Social Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
15
citations
venueaboutno affunlabeled
EDUCATIONAL PRIOROTIES AND CAPACITY: A RURAL PERSPECTIVE
Dawn Wallin, Laura E. Reimer
2008· article· en· Canadian Journal of Education / Revue canadienne de l éducation· Social Sciences
distilled prediction:candidate · noneconsensus · none
15
citations
aboutno affunlabeled
Education in Times of Transition
David Coulby, Robert Cowen, Crispin Jones
2000· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations

How this was built: Screen · Findings · About