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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 3 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.

affunlabeled
Principals as Assessment Leaders in Rural Schools
Patrick J. Renihan, Brian Noonan
2018· article· en· The Rural Educator· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
28
citations
venueno affno abstractunlabeled
Equity, Leadership, and Schooling.
David P. MacKinnon
2000· article· en· Exceptionality education Canada· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
28
citations
aboutno affunlabeled
Learning Choices: A Map for the Future
Kitty te Riele, Katarina Katarina
2012· article· en· Figshare· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
28
citations
affunlabeled
Learning Outside the Academy
Richard Edwards, Jim Gallacher, Susan Whittaker
2006· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
27
citations
aboutno affunlabeled
Initial Teacher Education at Scale
Clare Brooks
2021· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
27
citations
venueno affno abstractunlabeled
Inclusion as Professional Development.
Paula J. Stanovich, Anne Jordan
2004· article· en· Exceptionality education Canada· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
26
citations
affaboutunlabeled
Learning for work: Contested terrain?
Nancy Jackson, Steve Jordan
2000· article· en· Studies in the Education of Adults· Social Sciences
distilled prediction:candidate · noneconsensus · none
24
citations
venueno affunlabeled
Language and Content in Social Practice: A Case Study
Margaret Early
2001· article· en· Canadian Modern Language Review/ La Revue canadienne des langues vivantes· Social Sciences
distilled prediction:candidate · noneconsensus · none
24
citations
affno abstractunlabeled
Lifelong Learning: Education across the Lifespan
Jane Dawson
2004· article· en· Teachers College Record The Voice of Scholarship in Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
23
citations
affaboutunlabeled
Thinking Outside the Box
Candy Skyhar
2020· article· en· Theory & Practice in Rural Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
21
citations
venueno affunlabeled
Envisioning curriculum as six simultaneities
Hanin Binte Hussain, Lindsey Conner, Elaine Mayo
2014· article· en· Complicity An International Journal of Complexity and Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
21
citations

How this was built: Screen · Findings · About