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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 Studies and Communication
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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.

1,390 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.
1,390 works in the cohort · of 4,299,418page 11 of 28

Labels cover 4 of 1,390 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 1,390 of 1,390 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
The Medium Vanishes?
Daniel M. Downes
2000· article· en· M/C Journal· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
2
citations
affunlabeled
The worldliness of Stuart Hall
Handel Kashope Wright
2015· article· en· International Journal of Cultural Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
When a Small Market Newspaper Closes
Mark Nonkes
2020· article· en· Emerging Library & Information Perspectives· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
venueno affunlabeled
Brand-Building of Pay TV Channel
Fanbin Zeng, Wang Han
2012· article· en· Business and Management Research· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
North American Journalism
Robert Gutsche
2019· other· en· The International Encyclopedia of Journalism Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Editorial Introduction: "Media Tropes"
Stuart J. Murray
2009· editorial· en· DOAJ (DOAJ: Directory of Open Access Journals)· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · none
1
citations
affunlabeled
« Falling stars à Hollywood »
Flavia Soubiran
2017· book-chapter· fr· Éditions Rue d’Ulm eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · sts+insufficient_payload
1
citations
affvenueno abstractunlabeled
Fred Inglis, A Short History of Celebrity.
M. Javed Kaisar Ibne Rahman
2011· article· en· The Canadian Journal of Sociology· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About