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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 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
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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.

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 16 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
Western News looks back on 2017
2017· article· en· Scholarship@Western (Western University)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Instant World: Another Missed Opportunity?
Aliaa Dakroury
2024· book-chapter· en· Global transformations in media and communication/Global transformations in media and communication research· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · sts
0
citations
affunlabeled
Web 2.0 and the News
Alfred Hermida
2011· other· en· The International Encyclopedia of Communication· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Adapting Journalism Ethics to Contemporary Challenges
Lavinia Rotili, ECREA Summer School 2024
2024· article· en· Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B))· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
Ep. 101 - Anne Kingston
2015· other· en· Bulletin of Miscellaneous Information (Royal Gardens Kew)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Good news is bad news? News factors on news sharing in three countries
Ana Cláudia Rodrigues Lopes Amaral de Souza
2021· dissertation· pt· LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · metaepi_narrow+research_integrity
0
citations
aboutno affunlabeled
new world next week - mar11
2010· other· en· Bulletin of Miscellaneous Information (Royal Gardens Kew)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
\nEditorial. The Media in Canada
2000· article· Radboud Repository (Radboud University)· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
aboutno affunlabeled
Popular Culture and the News Media
Carl R. Bybee
2008· other· en· The International Encyclopedia of Communication· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Book Reviews
2007· article· en· Communications· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
aboutno affunlabeled
Academic news partnerships in local journalism: A literature review
Izza Adil, Sunmeet Kour, Gage Patte
2025· article· fr· Facts & Frictions Emerging Debates Pedagogies and Practices in Contemporary Journalism· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
aboutno affunlabeled
Toiling in the Media Data Mines
Robert Young
2004· book-chapter· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutno abstractunlabeled
Identity Marketing During the 2021 Canadian Federal Election
Mireille Lalancette, Angelia Wagner, Karen Bird, Joanna Everitt
2023· book-chapter· en· Palgrave studies in political marketing and management· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affunlabeled
Verification
Ivor Shapiro
2019· other· en· The International Encyclopedia of Journalism Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Ask me anything: Joanne O’Meara
Laura Hiscott
2021· article· en· Physics World· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Culture Jamming
Jay M. Handelman, Robert V. Kozinets, Alexander I. Mitchell
2017· other· en· The Blackwell Encyclopedia of Sociology· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
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How this was built: Screen · Findings · About