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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
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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 3 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
Social media in the 2011 <scp>E</scp>gyptian uprising
Robert J. Brym, Melissa Godbout, Andreas Hoffbauer, Gabe Menard, Tony Huiquan Zhang
2014· article· en· British Journal of Sociology· Social Sciences
distilled prediction:candidate · noneconsensus · none
93
citations
affunlabeled
the end of representative politics?
Lisa Disch, Pablo Ouziel, Neal Lawson, Simon Tormey
2016· article· en· European Political Science· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
88
citations
aboutno affunlabeled
The reach of deliberative democracy
Selen A. Ercan, John S. Dryzek
2015· article· en· Policy Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
88
citations
affunlabeled
Karl Marx @ Internet Studies
Christian Fuchs, Nick Dyer‐Witheford
2012· article· en· New Media & Society· Social Sciences
distilled prediction:candidate · noneconsensus · none
85
citations
affaboutunlabeled
Digital Inclusion Across the Americas and Caribbean
Laura Robinson, Jeremy Schulz, Matías Dodel, Teresa Correa, Eduardo Villanueva Mansilla, Sayonara Leal +6 more
2020· article· en· Social Inclusion· Social Sciences
distilled prediction:candidate · stsconsensus · none
80
citations
affvenueunlabeled
Introduction
Deborah A. Folaron, Hélène Buzelin
2008· article· en· Meta Journal des traducteurs· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
78
citations
affaboutunlabeled
Political Blogs and Blogrolls in Canada
Royce Koop, Harold Jansen
2009· article· en· Social Science Computer Review· Social Sciences
distilled prediction:candidate · noneconsensus · none
69
citations

How this was built: Screen · Findings · About