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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.

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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Sociologie et sociétés
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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
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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.

1,125 results · 1 filter active ·
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20002024
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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.
1,125 works in the cohort · of 4,299,418page 6 of 23

Labels cover 8 of 1,125 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 1,125 of 1,125 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
Nouvelles technologies et subjectivité
Céline Lafontaine
2004· article· fr· Sociologie et sociétés· Arts and Humanities
machine prediction:candidate · noneconsensus · none
9
citations
venueno affunlabeled
Des mots, des pratiques et des risques
Rommel Mendès-Leite, Catherine Deschamps
2002· article· fr· Sociologie et sociétés· Social Sciences
machine prediction:candidate · noneconsensus · none
8
citations
venueno affunlabeled
Du bleu de chauffe au jean
Anne Monjaret
2011· article· fr· Sociologie et sociétés· Health Professions
machine prediction:candidate · noneconsensus · none
8
citations
venueno affunlabeled
Goûts de liberté, goûts de nécessité
Philippe Longchamp
2014· article· fr· Sociologie et sociétés· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
8
citations
venueno affunlabeled
Les valeurs scientifiques au travail
Nathalie Heinich, Pierre Verdrager
2007· article· fr· Sociologie et sociétés· Social Sciences
machine prediction:candidate · noneconsensus · none
8
citations
venueno affunlabeled
Mouvement social et lutte des femmes
Diane Lamoureux
2002· article· fr· Sociologie et sociétés· Social Sciences
machine prediction:candidate · noneconsensus · none
8
citations
venueno affunlabeled
Enjeux institutionnels et action collective
Henri Lustiger‐Thaler, Louis Maheu, Pierre Hamel
2008· article· fr· Sociologie et sociétés· Social Sciences
machine prediction:candidate · noneconsensus · none
8
citations
venueno affunlabeled
La crise de la représentation politique
Alain Touraine
2002· article· fr· Sociologie et sociétés· Social Sciences
machine prediction:candidate · noneconsensus · none
8
citations
venueno affunlabeled
Mesurer le racisme ?
Jean Luc Primon, Patrick Simon
2020· article· fr· Sociologie et sociétés· Social Sciences
machine prediction:candidate · noneconsensus · none
8
citations
venueno affunlabeled
Pluralité et cumulativité
Jean Michel Berthelot
2002· article· fr· Sociologie et sociétés· Social Sciences
machine prediction:candidate · noneconsensus · none
7
citations
venueno affunlabeled
Surveiller les flux, contrôler les hommes
Gwenaële Rot, François Vatin
2016· article· fr· Sociologie et sociétés· Social Sciences
machine prediction:candidate · noneconsensus · none
7
citations
venueno affgpt · no categorygrok · no categoryopus · no categorymodels agree
Sur la pensée de Colette Guillaumin
2017· article· fr· Sociologie et sociétés· Arts and Humanities
machine prediction:candidate · noneconsensus · none
7
citations

How this was built: Screen · Findings · About