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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
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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.

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 1 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.

aboutno affunlabeled
Les techniques du corps
Marcel Mauss, Marcel Mauss
2002· book· fr· Classiques des sciences sociales.· Social Sciences
machine prediction:candidate · noneconsensus · none
1,287
citations
aboutno affunlabeled
A conservative revolution in publishing
Pierre Bourdıeu
2008· article· en· Translation Studies· Social Sciences
machine prediction:candidate · scholarly_communicationconsensus · none
186
citations
affvenueunlabeled
Recherche-action et recherche collaborative
Joëlle Morrissette
2013· article· fr· Nouvelles pratiques sociales· Social Sciences
machine prediction:candidate · metaresearchconsensus · none
175
citations
aboutno affunlabeled
E?ducation et sociologie
2002· book· fr· classiques des sciences sociales· Social Sciences
machine prediction:candidate · noneconsensus · none
139
citations
affvenueunlabeled
Consubstantialité vs intersectionnalité?
Elsa Galerand, Danièle Kergoat
2015· article· fr· Nouvelles pratiques sociales· Social Sciences
machine prediction:candidate · noneconsensus · none
82
citations
affaboutunlabeled
Manifeste au service du personnalisme
Emmanuel Mounier
2003· book· fr· Classiques des sciences sociales.· Social Sciences
machine prediction:candidate · noneconsensus · none
69
citations
affunlabeled
L’impact du genre sur le vote Marine Le Pen
Abdelkarim Amengay, Anja Durovic, Nonna Mayer
2018· article· fr· Revue française de science politique· Social Sciences
machine prediction:candidate · noneconsensus · none
62
citations
affunlabeled
La sociologie des usages, et après ?
Serge Proulx
2015· article· fr· Revue française des sciences de l’information et de la communication· Social Sciences
machine prediction:candidate · noneconsensus · none
62
citations
affunlabeled
L’origine sociale des disciplines
Yann Renisio
2016· article· fr· Actes de la recherche en sciences sociales· Social Sciences
machine prediction:candidate · stsconsensus · none
52
citations
venueno affunlabeled
L’intervention ergonomique comme acte pédagogique
Bernard Dugué, Johann Petit, François Daniellou
2010· article· fr· Perspectives interdisciplinaires sur le travail et la santé· Social Sciences
machine prediction:candidate · noneconsensus · none
52
citations
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How this was built: Screen · Findings · About