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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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Social Media and Politics
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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.

2,257 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
2,257 works in the cohort · of 4,299,418page 10 of 46

Labels cover 12 of 2,257 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 2,257 of 2,257 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
New Media and Support for Same-Sex Marriage
Jordi Díez, Michelle Dion
2018· article· en· Latin American Research Review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
aboutno affunlabeled
Social Media and the 2011 Vancouver Riot
Christopher J. Schneider, Daniel Trottier
2013· book-chapter· en· Studies in symbolic interaction· Social Sciences
distilled prediction:candidate · noneconsensus · none
18
citations
venueno affunlabeled
Civic Engagement in a Digital Age
Chelsea Scherer
2016· article· en· Canadian parliamentary review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
fundno affunlabeled
Role of Digital Skills in Refugee Integration
Miriam Potocky
2022· article· en· The International Journal of Information Diversity & Inclusion (IJIDI)· Social Sciences
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Growing Up Online
Sandra Weber, Shanly Dixon
2007· book· en· Palgrave Macmillan US eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
18
citations
affunlabeled
Simulation, Rhetoric, and Policy Making
Warren Thorngate, Mahin Tavakoli
2009· article· en· Simulation & Gaming· Social Sciences
distilled prediction:candidate · noneconsensus · none
18
citations
affno abstractunlabeled
Trivialization and Public Opinion
Oldřich Bubák, Henry J. Jacek
2019· book· en· Social Sciences
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Bridging Women Rights Networks
Serpil T. Yuce, Nitin Agarwal, Rolf T. Wigand, Merlyna Lim, Rebecca S. Robinson
2014· article· en· Journal of Global Information Management· Social Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
aboutno affunlabeled
Vote Compass in the 2014 New Zealand election
Jennifer Lees‐Marshment, Yannick Dufresne, Gregory Eady, Danny Osborne, Jack Vowles
2015· article· en· Political Science· Social Sciences
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Networks as Constraints and Opportunities
David B. Tindall
2014· book-chapter· en· Oxford University Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
16
citations
venueno affunlabeled
Free internet as agent of community transformation
Jocelyn Williams, Catherine M. Wallace, Frank Sligo
2005· article· en· The Journal of Community Informatics· Social Sciences
distilled prediction:candidate · noneconsensus · none
16
citations

How this was built: Screen · Findings · About