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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
aboutaboutness

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 1 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
Présentation
Baptiste Godrie, Marie Dos Santos
2017· article· fr· Sociologie et sociétés· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
106
citations
venueno affunlabeled
Les univers culturels des Français
Olivier Donnat
2004· article· fr· Sociologie et sociétés· Arts and Humanities
machine prediction:candidate · noneconsensus · none
51
citations
venueno affunlabeled
Comment se mobilise-t-on ?
Daniel Céfaï
2010· article· fr· Sociologie et sociétés· Social Sciences
machine prediction:candidate · noneconsensus · none
49
citations
affvenueaboutunlabeled
Le goût des autres
Guy Bellavance, Myrtille Valex, Michel Ratté
2004· article· fr· Sociologie et sociétés· Social Sciences
machine prediction:candidate · noneconsensus · none
47
citations
venueaboutno affunlabeled
Entre la nation et l’ethnie
J. Yvon Thériault
2002· article· fr· Sociologie et sociétés· Social Sciences
machine prediction:candidate · noneconsensus · none
46
citations
venueno affunlabeled
Le temps du mail
Madeleine Akrich, Cécile Méadel, Véréna Paravel
2000· article· fr· Sociologie et sociétés· Computer Science
machine prediction:candidate · noneconsensus · none
35
citations
affvenueunlabeled
Présentation
Anne E. Calvès, Richard Marcoux
2007· article· fr· Sociologie et sociétés· Agricultural and Biological Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
34
citations
affvenueno abstractunlabeled
Le citoyen, le crime et l’État
Philippe Robert
2001· article· fr· Sociologie et sociétés· Social Sciences
machine prediction:candidate · noneconsensus · none
33
citations
venueaboutno affunlabeled
Le travail et l’ouvrage
Céline Le Bourdais, Pierre Hamel, Paul Bernard
2002· article· fr· Sociologie et sociétés· Social Sciences
machine prediction:candidate · noneconsensus · none
29
citations
venueno affunlabeled
Jeunesse et conjugaison des temps
Claudine Attias-Donfut
2002· article· fr· Sociologie et sociétés· Social Sciences
machine prediction:candidate · noneconsensus · none
29
citations

How this was built: Screen · Findings · About