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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 8 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.

affno abstractunlabeled
Educational Change: Putting Reform into Perspective
Michèle Schmidt, Robert E. White
2004· article· en· Journal of Educational Change· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
fundvenueaboutno affunlabeled
Profiles of Canadian Postsecondary Education Dropouts
Xin Ma, George Frempong
2014· article· en· Alberta Journal of Educational Research· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
8
citations
fundno affunlabeled
Researching VET and Disability. At a Glance.
Tabatha Griffin, Francesca Beddie
2011· article· en· National Centre for Vocational Education Research· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
8
citations
aboutno affunlabeled
Gender Segregation in Vocational Education
Christian Imdorf, Kristinn Hegna, Liza Reisel
2015· other· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
aboutno affunlabeled
Growing Innovation in Rural Sites of Learning
Leyton Schnellert, Mehjabeen Datoo, Donna Kozak, Miriam Miller, Graham G. Giles
2023· article· en· Perspectiva educacional· Social Sciences
distilled prediction:candidate · noneconsensus · none
7
citations
affaboutunlabeled
Literacy and employability
Ross Finnie, Ronald Meng
2007· article· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
7
citations
aboutno affno abstractunlabeled
Forecasting Future Skill Needs in Canada
Douglas A. Smith
2002· book-chapter· en· Edward Elgar Publishing eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
7
citations
aboutno affunlabeled
A Social Capital Inventory for Adult Literacy Learners
Maurice Taylor, David L. Trumpower, Ivana Pavić
2012· article· en· International Forum of Teaching and Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
7
citations
aboutno affunlabeled
How are They Doing?
Michael K. Barbour
2008· article· en· Australian and International Journal of Rural Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
7
citations
affvenueaboutunlabeled
Sntrusntm i7 captikwlh: Unravel the Story, the Okanagan Way
Karen Ragoonaden, Sabre Cherkowski, Maxine Baptiste, Blane Després
2010· article· en· Alberta Journal of Educational Research· Social Sciences
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · none
7
citations
fundno affunlabeled
A Tale of Two Schools' Data.
Beverly Parsons
2003· article· en· Educational leadership· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
venueno affunlabeled
Searching Skills Toolkit: Finding the Evidence
Kimberley Aslett
2011· article· fr· Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+research_integrityconsensus · metaresearch
7
citations
aboutno affno abstractunlabeled
An Edmonton Journey.
Jeff Archer
2005· article· en· Education week· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
7
citations

How this was built: Screen · Findings · About