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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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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.

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 4 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
The Film Festivals dossier: Introduction
David Archibald, Mark J. Miller
2011· article· en· Screen· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
affvenueunlabeled
An Archive of the (Political) Unconscious
Christopher Faulkner
2001· article· en· Canadian Journal of Communication· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
8
citations
affvenueaboutno abstractunlabeled
Canadian National Cinema
2003· article· en· Canadian Journal of Communication· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
8
citations
aboutno affunlabeled
Into the Past
William A. Beard
2010· book· en· University of Toronto Press eBooks· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Critical Distance in Documentary Media
2018· book· en· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
affno abstractunlabeled
Documentary Film Festivals Vol. 2
Aída Vallejo, Ezra Winton
2020· book· en· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
7
citations
aboutno affunlabeled
Mad Max: Fury Road (review)
Bonnie McLean
2017· article· en· Science Fiction Film & Television· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
fundno affunlabeled
Film Serials and the American Cinema, 1910-1940
Ilka Brasch
2018· book· en· Amsterdam University Press eBooks· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
venueno affunlabeled
Is a Schizoanalysis of Cinema Possible?
Ian Buchanan
2007· article· en· Cinémas Revue d études cinématographiques· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affno abstractunlabeled
Documentary Film Festivals Vol. 1
2020· book· en· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
Skin and Scars
Julia Skelly
2018· article· en· Body & Society· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
6
citations
venueno affunlabeled
The Christ-figure in Popular Films
Anton Karl Kozlovic
2005· article· en· Kinema A Journal for Film and Audiovisual Media· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
6
citations
aboutno affunlabeled
Two Bicycles
Jerry White
2013· book· en· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
affvenueunlabeled
Cronenberg, Flyness, and the Other-self
William Beard
2011· article· en· Cinémas Revue d études cinématographiques· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
6
citations
aboutno affunlabeled
The Fruit Machine
Thomas Waugh
2000· book· en· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
The Colour of Film-Philosophy
William Brown
2023· article· en· Film-Philosophy· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
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