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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.

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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 26 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 affno abstractunlabeled
The Documentary Film in Canada
R. Bruce Elder
2006· book-chapter· en· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Seeing Beyond: Movies, Visions, and Values
Gerald Pratley
2002· article· en· Kinema A Journal for Film and Audiovisual Media· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Real Time Zidane
Janine Marchessault
2020· article· en· Cinémas Revue d études cinématographiques· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
The Funeral Director and His Film (Dispatch)
Matthew Hayes
2018· article· en· Studies in Social Justice· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Moscow 2002
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
affunlabeled
The Force of Black and White
Ian Balfour
2015· article· en· Critical Philosophy of Race· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Audiard’s triumphant neoliberal subjects
Martin O’Shaughnessy
2022· book-chapter· en· Edinburgh University Press eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
It passes through time and space
Christina Stojanova
2017· article· en· Short Film Studies· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Film and migration: the problem of trauma
Sheila Petty
2013· other· en· The Encyclopedia of Global Human Migration· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
You Must Be Shitting Me
Maude Riverin
2022· article· en· Journal of Bodies Sexualities and Masculinities· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Inscription/Counter-inscription: On Harun Farocki
Samir Gandesha
2004· article· en· TOPIA Canadian Journal of Cultural Studies· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Werner Herzog and the Aesthetics of the Grotesque
B. R. Sebok
2007· article· en· Kinema A Journal for Film and Audiovisual Media· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Extended Reality Interactive Documentary
Augustus Segar
2022· article· en· Interactive Film and Media Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Aspects of Contemporary Irish Horror Cinema
Seán Crosson
2012· article· en· Kinema A Journal for Film and Audiovisual Media· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Unlikely Allies
Charlie Keil, Denise McKenna
2024· book-chapter· en· Oxford University Press eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Sensory Jam
Leanne Downing
2006· article· en· M/C Journal· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Cover art for Main Edition
Tammy Williams, Samra Hasnain
2015· article· en· Caribbean Quilt· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Getting Credit: Judith Crawley, Camerawoman
Liz Czach
2025· article· en· Canadian Journal of Film and Media Studies· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Why Trans Cinema Doesn’t Exist
Cáel M. Keegan
2025· article· en· Studies in World Cinema· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Impossible Embrace
Juliano Gomes
2020· article· en· Film Quarterly· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
“We did it just for fun”
Michel S. Beaulieu
2019· article· en· Ontario History· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Dangerous or in Danger?
Mathuri Sivanesan
2023· article· en· Pivot A Journal of Interdisciplinary Studies and Thought· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
“The Eternal Triangle of Barrie Moviedom”
Aaron E. Armstrong
2021· article· en· Ontario History· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Of This Place and Elsewhere
Jerry White
2007· book· en· Indiana University Press eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Nobody's Watching
Beth Carpenter
2022· article· Educational Media Reviews Online· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Sweet Thing
Kathleen Hale
2022· article· Educational Media Reviews Online· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Coded
Beth Carpenter
2022· article· Educational Media Reviews Online· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Ghosts Without Unfinished Business
Abigail Egger
2022· article· en· Living Histories A Past Studies Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
What triumph? Whose cinema?
Seth Feldman
2024· article· en· Canada Watch· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Vienna 2003
Ron Holloway
2004· article· en· Kinema A Journal for Film and Audiovisual Media· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Take One's 2002 Survey of Canadian Cinema
Wyndham Wise
2003· article· en· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Around the Circuit
Barry Keith Grant, Ryan Prout, Marcin Radomski
2012· article· en· Film International· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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