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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.

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
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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
Evidence
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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 25 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
Film Reviews
Gabriela Torres
2007· article· en· The Journal of Latin American and Caribbean Anthropology· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Reviews Books
Zoë June Frank, Sarah E. Lerner, Tom Lordan, Caleb Andrew Ward, Lizzie Warfield, Archie Wolfman
2014· article· en· Film Matters· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Film Classics Series Vol. 1 & 2
Jan Uhde
2003· article· en· Kinema A Journal for Film and Audiovisual Media· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Cannes 2002 Report
Ron Holloway
2002· article· en· Kinema A Journal for Film and Audiovisual Media· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueaboutunlabeled
Toronto 2012
Brandon Wee
2012· article· en· Kinema A Journal for Film and Audiovisual Media· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Book Reviews
Stephanie Dickison, Adina L Riggins, Tom Stanek, Sherryl Vint
2007· article· en· Film International· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Notes on Buster Keaton’s Motion
Michael Thomas Smith
2012· article· en· Kinema A Journal for Film and Audiovisual Media· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Preface
Atta‐ur Rahman
2025· article· en· Current Medicinal Chemistry· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
John Ford's<i>Stagecoach</i>
2002· book· en· Cambridge University Press eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Open, Complex, Messy…
Vanessa Zallot
2022· article· en· Interactive Film and Media Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Terminator 2. Technologie et identité sexuelle
Sylvestre Meininger
2011· article· fr· Cinémas Revue d études cinématographiques· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Robert Bresson: Depth Behind Simplicity
Sarah Jane Gorlitz
2000· article· en· Kinema A Journal for Film and Audiovisual Media· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Mimesis Through Violent Movement
Fiona Haborak
2022· article· en· Interactive Film and Media Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
The Meeting
Marty Chan
2002· article· en· Canadian Theatre Review· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Storied Spaces
Miriam Siegel
2024· book-chapter· en· Oxford University Press eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Camille
Victoria Duckett
2017· book· en· University of Illinois Press eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Canadian Cinema
Alanna Thain
2011· reference-entry· en· Cinema and Media Studies· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
The Matka King
Anosh Irani
2004· article· en· Canadian Theatre Review· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Toronto 2003
Ben Viccari
2004· article· en· Kinema A Journal for Film and Audiovisual Media· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Provenanced Aesthetics
Patrick Keilty
2025· article· en· Archivaria· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
„Frozen Land – Moving Pictures“
Markus Achatz
2010· article· de· merz | medien + erziehung· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Tv Review
Sarah E. Fryett
2016· article· en· Queer Studies in Media & Popular Culture· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Istanbul 2013
Gönül Dönmez‐Colin
2013· article· en· Kinema A Journal for Film and Audiovisual Media· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Genre Cinema and Colonialism
Bill Marshall
2024· book-chapter· en· Liverpool University Press eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Times BFI Film Festival 2007
Lana Gorlitz
2008· article· en· Kinema A Journal for Film and Audiovisual Media· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Double Dealers in Bohemian New Orleans
Joanna Levin
2017· book-chapter· en· University of North Carolina Press eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations

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