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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.

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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
Retraction
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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
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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 40 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Participedia as a Ground for Dialogue
Marco Adria, Paul R. Messinger, Edrick A. Andrews, Chelsey Ehresman
2020· book-chapter· en· Advances in public policy and administration (APPA) book series· Social Sciences
machine prediction:candidate · open_scienceconsensus · none
0
citations
affno abstractunlabeled
Glossary
Jane B. Singer, Alfred Hermida, David Domingo, Thorsten Quandt
2011· other· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Configuring Media Theory
Marc Steinberg
2017· article· en· Media theory.· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Introduction
Soorya Balendra
2024· book-chapter· en· Law, governance and technology series· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Collective Communication
Raymond J. Spiteri, Kyle Klenk
2025· book-chapter· en· CMS/CAIMS books in mathematics· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Web 2.0 and the News
Alfred Hermida
2015· other· en· The International Encyclopedia of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Citizens’ power in Latin America: theory and practice
Patrick Clark
2023· article· fr· Canadian Journal of Latin American and Caribbean Studies / Revue canadienne des études latino-américaines et caraïbes· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Can Credibility Overcome Elite Polarization?
Daniel J. Hopkins, Gall Sigler
2024· article· en· Political Science Quarterly· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Phantom Public
Astra Taylor
2016· article· en· Dissent· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Online Communities (Virtual Communities)
David Toews
2017· other· en· The Wiley-Blackwell Encyclopedia of Social Theory· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About