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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 7 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.

venueaboutno affunlabeled
A Usable History for the Study of Television
Paul Attallah
2007· article· en· Canadian Review of American Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
venueaboutno affunlabeled
Television Discourse and Situation Comedy
Paul Attallah
2010· article· en· Canadian Review of American Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
afffundunlabeled
Why Infrastructure Studies for Journalism?
Mary Lynn Young, Alfred Hermida
2024· article· en· Digital Journalism· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
venueaboutno affunlabeled
Memeology
Viveca S. Greene, Makena Rasmussen, Dutch Clark
2021· article· en· The Journal of Intelligence Conflict and Warfare· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
aboutno affunlabeled
The university as a “giant newsroom”
Alfred Hermida, Lisa Varano, Mary Lynn Young
2022· book-chapter· en· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
5
citations
affunlabeled
Media, State and Society in Bahia, Brazil
Julián Durazo Herrmann
2016· article· en· Brazilian Journalism Research· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
venueaboutno affunlabeled
Portrayal of Canada in the Dutch Print Media
Leen d’Haenens
2003· article· en· Canadian Journal of Communication· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
My Media Studies
Bart Beaty
2008· article· en· Television & New Media· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
aboutno affno abstractunlabeled
Nunavut's Drop the Pop campaign.
Alicia Priest
2006· article· en· PubMed· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations

How this was built: Screen · Findings · About