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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
Retraction
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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
Evidence
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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 1 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
SHARE, LIKE, RECOMMEND
Alfred Hermida, Fred Fletcher, Darryl Korell, Donna Logan
2012· article· en· Journalism Studies· Social Sciences
distilled prediction:candidate · stsconsensus · none
570
citations
fundno affunlabeled
THE JOURNALISTIC GUT FEELING
Ida Schultz
2007· article· en· Journalism Practice· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
465
citations
venueno affno abstractunlabeled
The Thomson Reuters Journal Selection Process
James Testa
2009· article· en· Transnational Corporation Review· Social Sciences
distilled prediction:candidate · stsconsensus · none
157
citations
aboutno affunlabeled
Planet TV : a global television reader
Lisa Parks, Shanti Kumar
2003· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
153
citations
affunlabeled
Framing the Fight
Dianne G. Bystrom, Terry A. Robertson, Mary C. Banwart
2001· article· en· American Behavioral Scientist· Social Sciences
distilled prediction:candidate · stsconsensus · none
148
citations
affno abstractunlabeled
Why humans value sensational news
Hank Davis, S.Lyndsay McLeod
2003· article· en· Evolution and Human Behavior· Social Sciences
distilled prediction:candidate · stsconsensus · none
131
citations
affunlabeled
Reckoning
Candis Callison, Mary Lynn Young
2020· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
126
citations
affunlabeled
Waiting for Data Journalism
Juliette De Maeyer, Manon Libert, David Domingo, François Heinderyckx, Florence Le Cam
2014· article· en· Digital Journalism· Social Sciences
distilled prediction:candidate · noneconsensus · none
122
citations
affunlabeled
Objects of journalism and the news
C. W. Anderson, Juliette De Maeyer
2014· article· en· Journalism· Social Sciences
distilled prediction:candidate · noneconsensus · none
86
citations
aboutno affunlabeled
The geography of foreign news on television
Jürgen Wilke, Christine Heimprecht, Akiba A. Cohen
2012· article· en· International Communication Gazette· Social Sciences
distilled prediction:candidate · noneconsensus · none
79
citations
affaboutunlabeled
News by Numbers
Nicole Blanchett
2018· article· en· Digital Journalism· Social Sciences
distilled prediction:candidate · noneconsensus · none
77
citations
affunlabeled
Editorials and the Power of Media
Élisabeth Le
2010· book· en· Discourse approaches to politics, society and culture· Social Sciences
distilled prediction:candidate · stsconsensus · none
73
citations
aboutno affunlabeled
Television and the Quality of Life
Robert Kubey, Mihalyi Csikszentmihalyi
2013· book· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
68
citations
aboutno affunlabeled
The Media Gaze
Augie Fleras
2011· book· en· University of British Columbia Press eBooks· Social Sciences
distilled prediction:candidate · stsconsensus · none
68
citations
aboutno affunlabeled
Media Localism
Christopher Ali
2017· book· en· University of Illinois Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
65
citations
aboutno affunlabeled
Something New in the Air
Lorna Roth
2005· book· en· McGill-Queen's University Press eBooks· Social Sciences
distilled prediction:candidate · stsconsensus · none
63
citations
aboutno affunlabeled
Eyes Everywhere
2013· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
50
citations
affunlabeled
Homosexuality in TV Situation Comedies
Gregory T. Fouts, Rebecca Inch
2005· article· en· Journal of Homosexuality· Social Sciences
distilled prediction:candidate · noneconsensus · none
49
citations
aboutno affunlabeled
Is There a European Public Sphere?
John Downey, Thomas Koenig
2006· article· en· European Journal of Communication· Social Sciences
distilled prediction:candidate · noneconsensus · none
48
citations

How this was built: Screen · Findings · About