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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 9 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
Canada’s local news “poverty”
April Lindgren, Jaigris Hodson, Jon Corbett
2023· preprint· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
Online Marketing for Media: The Case of Greek News Websites
Νίκος Αντωνόπουλος, Andreas Veglis, Argyris Emmanouloudis
2017· article· en· International Journal of Marketing Studies· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
3
citations
affno abstractunlabeled
Book Review: <i>The Journalism Manifesto</i> by Barbie Zelizer, Pablo J. Boczkowski, &amp; C. W. Anderson Barbie Zelizer, Pablo J. Boczkowski, &amp; C. W. Anderson The Journalism Manifesto. Cambridge, UK: Polity Press. 2022. 122 pp. $US12.95 (paperback).ISBN: 978-1-509-54264-2.
Alfred Hermida
2022· article· en· The International Journal of Press/Politics· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Dressing up for Halloween
Judith Woodsworth
2020· book-chapter· en· Benjamins translation library· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affaboutunlabeled
Weapons of Mass Persuasion
Ayesha Ahmad
2005· article· en· American Journal of Islam and Society· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Listening as Solidarity
Leah Bassel
2017· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
3
citations
affno abstractunlabeled
Theory as an Event
Adam Fiser
2001· article· en· Space and Culture· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Twiplomacy by Indonesian Ambassadors and Embassies
Mohamad Rendy Irawan Ifran, Ella Prihatini, Tirta Nugraha Mursitama
2023· article· en· E3S Web of Conferences· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affaboutunlabeled
Viewers on Television
Serge Proulx, Marc Raboy
2003· article· en· Gazette (Leiden Netherlands)· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations

How this was built: Screen · Findings · About