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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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Cinema and Media Studies
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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.

2,489 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.
2,489 works in the cohort · of 4,299,418page 10 of 50

Labels cover 2 of 2,489 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 2,489 of 2,489 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
The Persistence of the Sad Young Man
Ryan Powell
2018· article· en· Cinema Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Porn in the art gallery: collecting a genre
Troy Michael Bordun
2016· article· en· Porn Studies· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
The Film Work of Norman McLaren
Terence Dobson
2017· book· en· John Libbey Publishing eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
affvenueunlabeled
The Politics of Transparency
Robyn Lew
2013· article· en· The McMaster Journal of Communication· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
venueaboutno affunlabeled
Cinéma rouge au Québec
Réal La Rochelle
2004· article· fr· Bulletin d histoire politique· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Film Regulation in a Cultural Context
Daniel Sacco
2023· book· en· Edinburgh University Press eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
De la poésie à l'écran
Bernabé Wesley
2018· article· fr· Captures· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Junk/Beauty/Respect
Sean Dixon
2006· article· en· Canadian Theatre Review· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Imitation et récupération d'Eisenstein
Paul Warren
2005· article· fr· Études littéraires· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Left docudrama 2004
Joseph G. Ramsey
2005· article· en· Socialism and Democracy· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
venueaboutno affunlabeled
The Perversity of Drunk Feminist Films
Kristen Cochrane
2016· article· en· Canadian Theatre Review· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Discovering Union Films and Its Archives
Charles Musser
2014· article· en· Cinémas Revue d études cinématographiques· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Messy Knowledge-Making with Korsakow
Vanessa Zallot
2023· article· en· Interactive Film and Media Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
Representing Ourselves into Existence
Laura Horak
2021· book-chapter· en· Oxford University Press eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
“Instants of Truth”
Henry A. Giroux
2011· article· en· Afterimage· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
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