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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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Collaborative Teaching and Inclusion
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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.

741 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.
741 works in the cohort · of 4,299,418page 7 of 15

Labels cover 2 of 741 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 741 of 741 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
A study of inclusive practices
Cheryll Duquette
2016· article· en· Journal of Research in Special Educational Needs· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
2
citations
affvenueunlabeled
Teacher Autonomy: A Professional Hazard?
Howard Woodhouse
2020· article· en· Paideusis· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affvenueunlabeled
ON WHOSE AUTHORITY?
Jasmine Ali, Kerry Boileau, Miranda Haskett, Shani Kipang, Denysha Marksman-Phillpotts, Wolfgang Vachon
2020· article· en· International Journal of Child Youth and Family Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
DISPOSITIFS DÉCLARÉS D’ENSEIGNEMENT DE LA LECTURE AU MOYEN DE LA LITTÉRATURE DE JEUNESSE EN CONTEXTE D’INCLUSION PÉDAGOGIQUE D’ÉLÈVES HDAA DU PREMIER CYCLE DU PRIMAIRE
Judith Beaulieu, Marilyn Dupuis-Brouillette, François Bowen, Caroline Levasseur, Isabelle Montésinos‐Gelet, Marie Dupin de Saint-André
2020· article· fr· McGill Journal of Education / Revue des sciences de l éducation de McGill· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
2
citations
affaboutunlabeled
Leadership et stress en milieu minoritaire
Yamina Bouchamma, Michaël David, Michel Saint‐Germain
2005· article· fr· McGill Journal of Education / Revue des sciences de l'éducation de McGill· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
2
citations
aboutno affunlabeled
Benefits of Mentoring for School Principals
Roula Hadchiti
2021· article· en· Psychology and Psychotherapy Research Study· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About