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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
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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 149 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.

affvenueunlabeled
L’école, lieu et enjeu…
Antoine Baby
2011· article· fr· Cahiers de recherche sociologique· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
L’expérience de la thèse en management
Christelle Aubert-Hassouni, Fabienne Perez, Sandra Renou, Margaux Vales
2023· book-chapter· fr· EMS Editions eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Apprendre les mathématiques incarnées au Canada
Nathalie Sinclair, Antoine Lachance
2025· article· fr· Revue internationale d éducation de Sèvres· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Correction
2025· article· en· Loisir et Société / Society and Leisure· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Editorial
Catherine Parayre
2017· editorial· fr· Voix Plurielles· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
Éditorial
Simon Collin, Nicolas Guichon
2024· article· fr· Canadian Journal of Learning and Technology· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
La pédagogie queer : un état des lieux
Émilie Coulombe, Vicky Anne Fournier-Gallant, Christophe Point
2025· article· fr· Nouveaux cahiers de la recherche en éducation· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The origin and development of gymnastics events in France
Olha Romanchuk, Rostyslav Koval, Oleh Bubela, Anastasiia Mykhailenko, Anna Mykhailenko
2021· article· en· Scientific Journal of National Pedagogical Dragomanov University Series 15 Scientific and pedagogical problems of physical culture (physical culture and sports)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
L'importance de la théorie
Marcia Finlayson
2007· article· fr· Canadian Journal of Occupational Therapy· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About