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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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Cultural Insights and Digital Impacts
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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.

6,036 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.
6,036 works in the cohort · of 4,299,418page 87 of 121

Labels cover 22 of 6,036 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 6,036 of 6,036 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
Introduction
Michael E. Sinatra, Marcello Vitali-Rosati
2014· book-chapter· fr· Presses de l’Université de Montréal eBooks· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Arts et créations au prisme des TIC
Karelle Arsenault
2016· article· fr· Communiquer Revue de communication sociale et publique· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Engagement des bibliothèques publiques et scolaires
Virginie Martel, Christine Dufour, Nathalie Lacelle
2025· article· fr· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Reconstituer la Préhistoire ?
Sylvain Quertelet
2010· article· fr· La Lettre de l’OCIM· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Les diplômés ; no 433, automne 2017
2013· other· ca· Papyrus : Institutional Repository (Université de Montréal)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Article
2016· article· en· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Vers une typologie des collections visuelles
James M. Turner, Kumiko Vézina
2013· article· fr· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Le développement de nouveaux produits
Isabelle Dostaler, Nick Oliver, Emma Dewberry
2003· article· fr· Gestion· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Description
Jean Portugais
2002· article· fr· Circuit Musiques contemporaines· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Re-vue 2018
Dirk De Bruyn
2018· article· en· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Quelles actions sur le web?
Marcello Vitali-Rosati
2016· preprint· fr· Papyrus : Institutional Repository (Université de Montréal)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About