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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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This cohort has 237,207 works, more than the 100,000-row export cap: the file will contain the first 100,000 ordered by OpenAlex id, and says so in its last line. Narrow the cohort, page the API, or rebuild the frame from the repository for the rest. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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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.

237,207 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.
237,207 works in the cohort · of 4,299,418page 113 of 4,745

Labels cover 839 of 237,207 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 237,207 of 237,207 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.

affaboutunlabeled
Les étudiants préfèrent Facebook
Patrick Guillemet
2014· article· fr· Distances et médiations des savoirs· Psychology
machine prediction:candidate · noneconsensus · none
13
citations
affvenueunlabeled
Les femmes et le leadership
Isabelle Fortier
2008· article· fr· Gestion· Social Sciences
machine prediction:candidate · noneconsensus · none
13
citations
venueno affunlabeled
La modernisation des districts industriels
Bengt Johannisson
2012· article· fr· Revue internationale P M E Économie et gestion de la petite et moyenne entreprise· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
La réflexivité : une soft skill du manager de demain ?
Juliette Fronty
2017· article· fr· Revue internationale de psychosociologie et de gestion des comportements organisationnels· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
13
citations
venueno affunlabeled
Que faire des classes sociales ?
François Dubet
2004· article· fr· Lien social et Politiques· Social Sciences
machine prediction:candidate · noneconsensus · none
13
citations
venueno affunlabeled
La patine et la connivence
Jacques Fontanille
2005· article· fr· Protée· Computer Science
machine prediction:candidate · noneconsensus · none
13
citations
affvenueunlabeled
Contre l’idéalisme en géographie
Rodolphe De Koninck
2005· article· fr· Cahiers de géographie du Québec· Social Sciences
machine prediction:candidate · noneconsensus · none
13
citations
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