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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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Social Sciences and Governance
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

14,379 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.
14,379 works in the cohort · of 4,299,418page 44 of 288

Labels cover 40 of 14,379 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 14,379 of 14,379 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.

affunlabeled
La situation professionnelle
Jean-François Marcel, Frédéric Tupin, Philippe Maubant
2012· article· fr· Phronesis· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
La descente des certitudes
Frédéric Lesemann
2021· article· fr· SociologieS· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Capitalisme prédateur
Chahrazad Abdallah
2022· article· fr· M n gement· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
affvenueaboutunlabeled
La citoyenneté et le droit de cité des jeunes
Bjenk Ellefsen, Jacques Hamel, M. S. Wilkins
2002· article· fr· Sociologie et sociétés· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Mouvement social et lutte des femmes
Diane Lamoureux
2004· book· fr· Classiques des sciences sociales.· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
venueno affno abstractunlabeled
Grands projets : Trop grands pour réussir?
Lavagnon A. Ika
2014· article· fr· Revue Organisations & territoires· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
Les coopératives sociales italiennes
Jean‐Louis Laville, Laurent Gardin
2008· article· fr· Nouvelles pratiques sociales· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Que sait‐on du travail ?
Noélie Delahaie, Anne Fretel, Héloïse Petit
2023· book-chapter· fr· Presses de Sciences Po eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Accompagner : Un agir professionnel
Catherine Cuche, Catherine Canivet, Jean Donnay
2012· book-chapter· fr· Pédagogies en développement. Problématiques et recherches· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
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How this was built: Screen · Findings · About