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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 9 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
Deliberative public opinion
Kieran C. O’Doherty
2017· article· en· History of the Human Sciences· Social Sciences
distilled prediction:candidate · stsconsensus · sts
22
citations
affno abstractunlabeled
Networked Communities
Sylvie Albert, Don Flournoy, Rolland LeBrasseur
2009· book· en· IGI Global eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
21
citations
affunlabeled
Incivility is Rising among American Politicians on Twitter
Jeremy A. Frimer, Harinder Aujla, Matthew Feinberg, Linda J. Skitka, Karl Aquino, Johannes C. Eichstaedt +1 more
2022· preprint· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
venueno affunlabeled
Environmental Activism in the Digital Age
Maëlle Jacqmarcq
2021· article· en· Flux International Relations Review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
20
citations
affunlabeled
News Organizations 2.0
Ahmed Al‐Rawi
2016· article· en· Journalism Practice· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
20
citations
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
affunlabeled
Compliant, Cynical, or Critical
Xu Zhao, Helen Haste, Robert L. Selman, Ziyan Luan
2014· article· en· Youth & Society· Social Sciences
distilled prediction:candidate · noneconsensus · none
19
citations

How this was built: Screen · Findings · About