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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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Toulouse Capitole Publications (University Toulouse 1 Capitole)
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Retraction
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Evidence source
Study design
Label agreement
Label status

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.

77 results · 1 filter active ·
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20002025
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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.
77 works in the cohort · of 4,299,418page 2 of 2

Labels cover 0 of 77 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 77 of 77 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
Convention de rupture et parenté
2008· article· fr· Toulouse Capitole Publications (University Toulouse 1 Capitole)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Restitution du programme de recherche FORAVIQ
Alice Rouyer, Marina Casula
2015· other· fr· Toulouse Capitole Publications (University Toulouse 1 Capitole)· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Présentation de la Convention de Montréal
2004· article· fr· Toulouse Capitole Publications (University Toulouse 1 Capitole)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Musée Laval
2009· article· fr· Toulouse Capitole Publications (University Toulouse 1 Capitole)
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Affine Feedforward Stochastic (AFS) Neural Network
Christian Gouriéroux, Alain Monfort
2025· other· en· Toulouse Capitole Publications (University Toulouse 1 Capitole)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
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