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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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TOPIA Canadian Journal of Cultural Studies
Topic
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
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.

573 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.
573 works in the cohort · of 4,299,418page 3 of 12

Labels cover 0 of 573 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 573 of 573 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueaboutno affunlabeled
The Emergence of Emergency
Sara Matthews
2020· article· en· TOPIA Canadian Journal of Cultural Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
venueno affunlabeled
The Gamification of Finance
Robert F. Hutton
2014· article· en· TOPIA Canadian Journal of Cultural Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
4
citations
affvenueaboutunlabeled
Black Studies without Excellence
rosalind hampton
2023· article· en· TOPIA Canadian Journal of Cultural Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
venueaboutno affunlabeled
Iceberg Economies
Rafico Ruiz
2015· article· en· TOPIA Canadian Journal of Cultural Studies· Environmental Science
distilled prediction:candidate · noneconsensus · none
4
citations
venueno affunlabeled
The Pandemic as Financial Laboratory
Verónica Gago, Lucí Cavallero, Liz Mason-Deese
2022· article· en· TOPIA Canadian Journal of Cultural Studies· Economics, Econometrics and Finance
distilled prediction:candidate · stsconsensus · none
3
citations
venueno affunlabeled
COVID-19: An Essay in Keywords
Penelope Ironstone
2020· article· en· TOPIA Canadian Journal of Cultural Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
venueaboutno affunlabeled
Walkerton: The Memory of Matter
Jody Berland
2005· article· en· TOPIA Canadian Journal of Cultural Studies· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
venueno affunlabeled
Neo-Imperialism and the Crisis of Time
Edward A. Comor
2003· article· en· TOPIA Canadian Journal of Cultural Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
venueaboutno affunlabeled
Pandemic Time and Wartime, All Out of Joint
Neil Balan
2020· article· en· TOPIA Canadian Journal of Cultural Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
venueaboutno affunlabeled
Resoundingly Queer: Cover Song as Collective Return
Craig Jennex
2016· article· en· TOPIA Canadian Journal of Cultural Studies· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
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