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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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Canadian Journal 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.

affaffiliation
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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.

1,346 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.
1,346 works in the cohort · of 4,299,418page 17 of 27

Labels cover 0 of 1,346 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 1,346 of 1,346 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.

affvenueno abstractunlabeled
Special Section: Data Power
Tracey P. Lauriault, Merlyna Lim
2019· article· en· Canadian Journal of Communication· Decision Sciences
machine prediction:candidate · noneconsensus · none
2
citations
venueno affno abstractunlabeled
Propaganda in Times of Social Media Warfare
Tomás Dodds
2018· article· en· Canadian Journal of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
venueaboutno affunlabeled
Work’s Intimacy
Ergin Bulut, Cameron McCarthy
2012· article· en· Canadian Journal of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affvenueaboutunlabeled
Losing Our Census
Michael Darroch, Gordon Darroch
2011· article· en· Canadian Journal of Communication· Mathematics
machine prediction:candidate · noneconsensus · none
2
citations
affvenueno abstractunlabeled
A Note on Non-Ostentatious Religious Signs
Jeremy Stolow
2015· article· en· Canadian Journal of Communication· Arts and Humanities
machine prediction:candidate · noneconsensus · none
2
citations
afffundvenueaboutunlabeled
Research in Brief
Alex Marland
2013· article· en· Canadian Journal of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affvenueno abstractunlabeled
Cultural Sutures: Medicine and Media
Martin French
2006· article· en· Canadian Journal of Communication· Health Professions
machine prediction:candidate · noneconsensus · none
2
citations
affvenueno abstractunlabeled
(Not) Environmental Media
Crystal Chokshi
2022· article· en· Canadian Journal of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affvenueunlabeled
Commentary: Queer Comes the Bride
Mark Lipton
2006· article· en· Canadian Journal of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affvenueno abstractunlabeled
The Phantom of the Operator
Michèle Martin
2007· article· en· Canadian Journal of Communication· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
affvenueunlabeled
Rhythm Science
Owen Chapman
2006· article· en· Canadian Journal of Communication· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
affvenueaboutunlabeled
Assessing Media Democracy
Geneviève A. Bonin
2014· article· en· Canadian Journal of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affvenueno abstractunlabeled
Harassment as Occupational Hazard
Chris Russill
2021· article· en· Canadian Journal of Communication· Psychology
machine prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About