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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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Media, Gender, and Advertising
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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.

569 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.
569 works in the cohort · of 4,299,418page 3 of 12

Labels cover 0 of 569 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 569 of 569 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Pleasure and Politics in Disney’s Utopia
Adelaide H. Villmoar, Peter G. Stillman
2002· article· en· Canadian Review of American Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Genderqueer reflections on Weird Barbie
Darby M. Babin
2024· article· en· Feminist Theory· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
afffundvenueunlabeled
Intercultural Music in Media
Karen Vuong
2020· article· en· Spectrum· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
An Evaluation of Gender Bias in 167K Movie Posters
Yusen Song, Andreea Pocol, Lesley Istead
2024· book-chapter· en· Lecture notes in networks and systems· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affno abstractunlabeled
Child’s play? Advertising to children in Canada
Catherine Bate
2009· article· en· Young Consumers Insight and Ideas for Responsible Marketers· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
Madres de cómics: del silencio al protagonismo
Marina Bettaglio
2019· article· es· Revista Canadiense de Estudios Hispánicos· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
venueno affunlabeled
Mars, Venus and Gray: Gender Communication
Kamarul Zaman Ahmad, Kalaiselvee Rethinam
2010· article· en· International Business Research· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations

How this was built: Screen · Findings · About