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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 1 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 Skin of the Film
Laura U. Marks
2000· book· en· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
1,223
citations
venueno affunlabeled
The New Film History as Media Archaeology
Thomas Elsaesser
2005· article· en· Cinémas Revue d études cinématographiques· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
214
citations
aboutno affunlabeled
World Cinema and the Ethics of Realism
Lúcia Nagib
2011· book· en· The Continuum International Publishing Group eBooks· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
108
citations
fundno affunlabeled
The Cinema of Attractions Reloaded
Wanda Strauven
2006· book· en· Amsterdam University Press eBooks· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
76
citations
affno abstractunlabeled
Economics of motion pictures: the state of the art
Darlene C. Chisholm, Vı́ctor Fernández-Blanco, S. Abraham Ravid, W. David Walls
2014· article· en· Journal of Cultural Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
68
citations
afffundno abstractunlabeled
The long-term box office performance of sequel movies
Tirtha Dhar, Guanghui Sun, Charles B. Weinberg
2011· article· en· Marketing Letters· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
62
citations
affunlabeled
The Skinscape
David Howes
2018· article· en· Body & Society· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
53
citations
aboutno affunlabeled
Hollywood in the Neighborhood
2008· book· en· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
50
citations
venueno affno abstractunlabeled
Hollywood Aesthetic: Pleasure in American Cinema
Grant Wiedenfeld
2017· article· en· Canadian Journal of Film Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
41
citations
venueno affunlabeled
Cognitive Film Theory : An Insider’s Appraisal
Carl Plantinga
2007· article· en· Cinémas Revue d études cinématographiques· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
40
citations
venueno affno abstractunlabeled
Touch: Sensuous Theory and Multisensory Media
Sean Gauthier
2006· article· en· Canadian Journal of Communication· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
34
citations
affno abstractunlabeled
Screen wars, star wars, and sequels
W. David Walls
2008· article· en· Empirical Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
32
citations
venueno affunlabeled
Cinema as dispositif: Between Cinema and Contemporary Art
André Parente, Victa de Carvalho
2009· article· en· Cinémas Revue d études cinématographiques· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
32
citations
affunlabeled
British Film
Jim Leach
2004· book· en· Cambridge University Press eBooks· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
26
citations
fundno affunlabeled
Melodrama and Gendered Mediation
Linda Trimble
2013· article· en· Feminist Media Studies· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
venueaboutno affno abstractunlabeled
One Hundred Years of Canadian Cinema
Robert Armstrong
2005· article· en· Canadian Journal of Communication· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
24
citations
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