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

69 results · 1 filter active ·
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20052025
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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.
69 works in the cohort · of 4,299,418page 1 of 2

Labels cover 1 of 69 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 69 of 69 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.

venueno affunlabeled
Immersive Multi-Screen Journalistic Narratives
Carolina Gois Falandes, Denis Porto Renó
2022· article· en· Interactive Film and Media Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Comunicação em saúde no Brasil
Antônio Carlos Figueiredo Nardi, Priscila Torres de Brito, Ádria Jane Albarado, Elizabeth Alves de Jesus, Natália Fernandes de Andrade, Maria Fátima de Sousa +1 more
2018· article· pt· Revista de Saúde Pública do Paraná· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Introduction
2017· book-chapter· fr· OpenEdition (OpenEdition)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
A vida no feeling do momento
Paulo Rogers Ferreira
2025· book-chapter· pt· EDUFBA eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Fanfics corporativas
Francisco Vieira da Silva
2023· article· pt· Revista Linguagem em Foco· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
A Escuta
Jônathas Grunheidt Vilela Ordine, Marluza Da Rosa
2025· article· Revista Heterotópica· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Karina, la soberana
Lorena Soler
2025· article· es· DOAJ (DOAJ: Directory of Open Access Journals)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About