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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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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 17 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.

venueaboutno affunlabeled
Five Films by Frederick Wiseman (review)
Kay Armatage
2008· article· en· University of Toronto Quarterly· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Distance, representation and criticism
James Zborowski
2016· book-chapter· en· Manchester University Press eBooks· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Just Spectacles
J. Roy Black
2008· book-chapter· en· Semiotics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Watch Wonder Woman 1984(2020) Full Movie HD-1080p
bab
2021· article· en· OSF Preprints (OSF Preprints)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Editors’ Introduction
Tanya Goldman, Benjamín Schultz-Figueroa
2025· article· en· Feminist Media Histories· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Inception Movie Timeline
Emily Parr
2018· article· en· MacEwan University Student Research Proceedings· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
[no title]
Lewis A. Erenberg, Woody Register
2003· article· en· Journal of American History· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Film in Canada (review)
David Clandfield
2008· article· en· University of Toronto Quarterly· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Spectacular Sacrifice: Death in Images
Timothy Swiffen
2010· article· en· Journal of Virology· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Canadian Cinema: Blaine Allan Interviewed
Noel King
2005· article· en· Senses of cinema· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Monster Hunter (2020) Hela Filmen Svensk Hd 1080p xhg
2020· article· sv· Zenodo (CERN European Organization for Nuclear Research)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
From the Editor
Karen Vanmeenen
2020· article· en· Afterimage· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
(Un)homely cinema
2011· dissertation· en· eScholarship@McGill (McGill)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Le cinéma de Frederick Wiseman
2021· article· fr· Industrias Culturais (Universidade de Coimbra)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
1080p@full#HD Watch CINEMAX online Antrum (2020) hpp
2020· article· en· Zenodo (CERN European Organization for Nuclear Research)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About