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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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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
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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 6 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.

affunlabeled
Evolution of Disney Princesses and Its Impact on Young Girls
2023· book-chapter· en· Advances in Social Science, Education and Humanities Research/Advances in social science, education and humanities research· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · sts
0
citations
affunlabeled
An Attention Economy Theme Park
Daniel F. Escobar, Carlos Navarro, Evangelia Papaspyrou
2023· article· en· Proceedings of the International Conference on Computer-Aided Architectural Design Research in Asia· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Idéologie raciste et fiction télévisuelle
Laetitia Biscarrat
2019· article· fr· Communication· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
In the Shadow of the Pines
Giovanna Colosi
2025· article· Educational Media Reviews Online· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
0
citations
affunlabeled
With Alice
Delphine Lewis
2021· preprint· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Reading In-between Masculinities
Susan Driver
2006· article· en· TOPIA Canadian Journal of Cultural Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Girl-Bossing Too Close to the Sun
Angelene Vo
2024· article· en· Interactive Film and Media Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
To Be a Cowboy
Barbara Holliday
2004· book· en· University of Calgary Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About