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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
fundfunder
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
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 7 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.

affunlabeled
Postcolonialism, Time, and Body-Worn Cameras
Amanda Glasbeek, Katrin Roots, Mariful Alam
2019· article· en· Surveillance & Society· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
aboutno affunlabeled
Guide to the Cinema(s) of Canada
Peter Rist
2001· book· en· Greenwood eBooks· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Fanfic’ing Film
Andrew Scahill
2019· article· en· Girlhood Studies· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
aboutno affno abstractunlabeled
Gendered screen Canadian women filmmakers
2010· article· en· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affvenueunlabeled
Complicity Through Montage
Alexandrine Boudreault‐Fournier
2010· article· en· Ethnologies· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Sundance Film Festival 2015
Rubina Ramji
2015· article· en· Journal of Religion & Film· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Going Na'vi: Mastery in Avatar
Robert Hyland
2011· article· en· Cineaction!· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
venueno affunlabeled
Le temps décomposé
André Habib
2008· article· fr· Protée· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affaboutunlabeled
From Brand to Genre: The Hallmark Movie
Andrea Braithwaite
2023· article· en· Television & New Media· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
aboutno affunlabeled
James Cameron: Interviews
Brent Dunham
2011· book· en· Project Muse (Johns Hopkins University)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+bibliometrics+insufficient_payloadconsensus · none
3
citations
venueno affunlabeled
"Walk in your own shoes!"
Anna Wiehl
2022· article· en· Interactive Film and Media Journal· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Film Noir and the Spaces of Modernity
Philippa Gates
2008· article· en· Quarterly Review of Film and Video· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
3
citations

How this was built: Screen · Findings · About