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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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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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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 1 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.

aboutno affno abstractunlabeled
Sociology of Education in Canada
Anne Marie Decore
2018· article· en· Journal of educational thought.· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
61
citations
affaboutunlabeled
Beginning Teacher Induction
Mark Hirschkorn
2010· article· en· Antistasis· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
46
citations
affno abstractunlabeled
Teacher Unions and Educational Reform
Nina Bascia
2007· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
venueno affunlabeled
Les relations des parents avec l’école
Cléopâtre Montandon
2002· article· fr· Lien social et Politiques· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
25
citations
aboutno affunlabeled
Formateurs d'enseignants
Marguerite Altet, Léopold Paquay, Philippe Perrenoud
2002· book-chapter· fr· Perspectives en éducation et formation· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
24
citations
affaboutunlabeled
Leadership éducatif ?
Mónica Gather Thurler, Guy Pelletier, Yves Dutercq
2015· article· fr· Recherche & formation· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
aboutno affunlabeled
Fondements des pratiques professionnelles des enseignants
Philippe Maubant, Stéphane Martineau
2011· book· fr· University of Ottawa Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · sts
13
citations
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How this was built: Screen · Findings · About