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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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Education, sociology, and vocational training
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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.

7,574 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.
7,574 works in the cohort · of 4,299,418page 105 of 152

Labels cover 38 of 7,574 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 7,574 of 7,574 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
L’efficacité dans l’enseignement
Xavier Dumay, Vincent Dupriez
2009· book-chapter· fr· Pédagogies en développement. Problématiques et recherches· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Politique rédactionnelle
2000· article· fr· Canadian Journal of Development Studies/Revue canadienne d études du développement· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Comment changent les formations d’enseignants ?
Céline Garant, Daniel Martín
2017· book-chapter· fr· Perspectives en éducation et formation· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Relations éducatives et apprentissage
Sylvie Ouellet
2015· book· fr· Presses de l'Université du Québec eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
10.3917/ripc.pr1.i
2000· article· en· Time to knit· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Animation et pratiques socioéducatives
Jean-Marie Lafortune
2022· article· fr· Revue internationale animation territoires et pratiques socioculturelles· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
FAITS D’ACTUALITÉ
Rémi Moreau
2010· article· fr· Assurances et gestion des risques· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
FAITS D’ACTUALITÉ
Rémi Moreau
2001· article· fr· Assurances :· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
L’éducation au Québec
Nancy Brassard
2016· book-chapter· fr· Presses de l'Université du Québec eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
La Voix de la Recherche Engagée
Lourdes Rodríguez del Barrio
2020· book-chapter· fr· Presses de l'Université du Québec eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Sociologie de l’autisme
Isabelle Courcy
2022· article· fr· Cahiers de recherche sociologique· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Le manuel de l'éducateur physique
Linda Morency, Claude Bordeleau
2019· book· fr· Presses de l'Université du Québec eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
La réussite éducative
Céline Saint-Pierre
2010· book-chapter· fr· Presses de l'Université du Québec eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Enseignement à distance au collégial
France Lafleur, Ghislain Samson
2024· book· fr· Presses de l'Université du Québec eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Designer l’optimisme : atelier de projet
Nicole Valois
2023· article· fr· RACAR Revue d art canadienne· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
10.3917/rfp.g1996.60n1.1659
2000· article· en· Time to knit· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.3917/sh.198.0026
2000· article· en· Time to knit· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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