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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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Educational Practices and Policies
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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.

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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.

947 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.
947 works in the cohort · of 4,299,418page 3 of 19

Labels cover 3 of 947 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 947 of 947 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueunlabeled
L’administration de l’éducation
Philippe Dupuis
2021· article· fr· Éducation et francophonie· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
aboutno affunlabeled
Le manuel scolaire: Un outil à multiples facettes
Monique Lebrun
2006· book· fr· Presses de l'Université du Québec eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
5
citations
affvenueaboutunlabeled
Au premier plan : les enfants ou les résultats?
Marianne Cormier
2011· article· fr· Éducation et francophonie· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
affaboutunlabeled
La communauté d’apprentissage professionnelle
Jean Labelle, Martine Leclerc, Philippe Jacquin
2020· article· fr· Spirale - Revue de recherches en éducation· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
5
citations
affvenueunlabeled
Les défis de la gestion de classe au secondaire
Christian-Jean Léveillé, France Dufour
2007· article· fr· Revue des sciences de l éducation· Social Sciences
distilled prediction:candidate · stsconsensus · sts
5
citations
affno abstractunlabeled
Le virage réflexif en éducation
Julie Desjardins, Alex Boudreau
2012· book-chapter· fr· Pédagogies en développement. Problématiques et recherches· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
5
citations
aboutno affunlabeled
Model Program: Technological Education in Ontario Schools.
Carmen Camuti
2008· article· en· ˜The œtechnology teacher/˜The œTechnology teacher· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · sts+research_integrity
5
citations
aboutno affunlabeled
La diversidad como problema
Jordi Garreta i Bochaca
2013· article· es· Contextos Educativos Revista de Educación· Social Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
5
citations
aboutno affunlabeled
Les compétences professionnelles
Serge Larivée
2010· book· fr· Editions universitaires europeennes eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · sts+insufficient_payload
4
citations

How this was built: Screen · Findings · About