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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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Oxford Research Encyclopedia of 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.

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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.

40 results · 1 filter active ·
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20162025
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Categories
Machine labels · sparse coverage
Evidence
Language
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
40 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 40 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 40 of 40 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Climate Change Communication
Amy E. Chadwick
2016· reference-entry· en· Oxford Research Encyclopedia of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
34
citations
affunlabeled
Visual Rhetoric and Semiotic
Marcel Danesi
2016· reference-entry· en· Oxford Research Encyclopedia of Communication· Psychology
machine prediction:candidate · noneconsensus · none
28
citations
affunlabeled
Networked Individualism, East Asian Style
Vincent Chua, Barry Wellman
2016· reference-entry· en· Oxford Research Encyclopedia of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Employment Conditions in Journalism
Mirjam Gollmitzer
2019· reference-entry· en· Oxford Research Encyclopedia of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Information Visibility
Brenda L. Berkelaar, Millie A. Harrison
2017· reference-entry· en· Oxford Research Encyclopedia of Communication· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Political Economy of the Media
Dal Yong Jin
2018· reference-entry· en· Oxford Research Encyclopedia of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Organizational Socialization
Brenda L. Berkelaar, Millie A. Harrison
2016· reference-entry· en· Oxford Research Encyclopedia of Communication· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Content Management Systems and Journalism
Juliette De Maeyer
2019· reference-entry· en· Oxford Research Encyclopedia of Communication· Computer Science
machine prediction:candidate · noneconsensus · none
5
citations
aboutno affunlabeled
Homonationalism and Media
Alexander Dhoest
2020· reference-entry· en· Oxford Research Encyclopedia of Communication· Psychology
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Negotiating Work–Life
Brenda L. Berkelaar, LaRae D. Tronstad
2017· reference-entry· en· Oxford Research Encyclopedia of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Cybervetting
Brenda L. Berkelaar, Millie A. Harrison
2016· reference-entry· en· Oxford Research Encyclopedia of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Migration, Immigration, and Refugees
Andrés Solimano
2019· reference-entry· en· Oxford Research Encyclopedia of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Facework and Culture
Vail Fletcher
2016· reference-entry· en· Oxford Research Encyclopedia of Communication· Psychology
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
The Political Economy of Museums
Camille-Mary Sharp
2025· reference-entry· en· Oxford Research Encyclopedia of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Colonialism and Postcolonialism
Jenny Burman
2018· reference-entry· en· Oxford Research Encyclopedia of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Platforms and Global Democracies
Daniel Kreiss, Lorcan Neill
2025· reference-entry· en· Oxford Research Encyclopedia of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Patterns of Reasoning
William Mosley-Jensen, Edward M. Panetta
2017· reference-entry· en· Oxford Research Encyclopedia of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Communicating Religious Identities
Renate Ysseldyk
2017· reference-entry· en· Oxford Research Encyclopedia of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Acculturation and Intergroup Communication
Richard Y. Bourhis
2017· reference-entry· en· Oxford Research Encyclopedia of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Political Economies of Media Technologies
Vincent Mosco
2018· reference-entry· en· Oxford Research Encyclopedia of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Brian Massumi and Communication Studies
Marnie Ritchie
2018· reference-entry· en· Oxford Research Encyclopedia of Communication· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Alternative/Activist Media and Practice
Alessandra Renzi
2025· reference-entry· en· Oxford Research Encyclopedia of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Smart Cities
Barbara Jenkins
2025· reference-entry· en· Oxford Research Encyclopedia of Communication· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Parenting of Queer Offspring
Pamela J. Lannutti, Maria Butauski
2023· reference-entry· en· Oxford Research Encyclopedia of Communication· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Animal Rhetorics
Jeremy Gordon
2023· reference-entry· en· Oxford Research Encyclopedia of Communication· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Copyright
Sara Bannerman
2016· reference-entry· en· Oxford Research Encyclopedia of Communication· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations

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