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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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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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venuejournal
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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
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 36 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Students' Performance
2007· book-chapter· en· Society at a glance· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Curriculum Studies in Canada
2024· book· en· University of Toronto Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Socialized education in New Zealand
Geoffrey Andrew
2011· article· en· cIRcle (University of British Columbia)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Technical Education in Ontario
2016· book-chapter· en· McGill-Queen's University Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Indian Education in Canada Volume 1
2007· book· en· University of British Columbia Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Improving cooking skills and confidence
Marcia Cooper, R Ottawa, Karen Davison, Heather Keller, J. Wong, Wendy J. Dahl +5 more
2017· editorial· en· Canadian Journal of Dietetic Practice and Research· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Child poverty in Canada
2010· article· en· Choice Reviews Online· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
A Commentary on Teachers' Strikes
Ian Winchester
2018· article· en· Journal of educational thought.· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Changing Secondary Schools Is Hard
Lorna Earl, Nancy Torrance, Stephanie Sutherland
2023· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Building Research Capacities in Adult Literacy
Tom Nesbit, Daniel Schugurensky, Darlene E. Clover
2003· article· en· Inquiry Critical Thinking Across the Disciplines· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Continuing Education | Congress
Cao Aco
2007· article· en· Canadian journal of optometry/CJO. Canadian journal of optometry· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueaboutunlabeled
Review of Educating for Action
Christopher Palmer
2023· article· en· Canadian Journal for the Study of Adult Education· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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