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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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Freedom of Expression and Defamation
Retraction
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Label status

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
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

328 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.
328 works in the cohort · of 4,299,418page 4 of 7

Labels cover 0 of 328 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 328 of 328 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.

aboutno affunlabeled
Contributors
2025· article· en· Minnesota Review· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Ecologies of Authorship
Vin Nardizzi
2025· book-chapter· en· Oxford University Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Transformations
Tim Dwyer
2004· article· en· M/C Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Will Straw Interview
Will Straw
2012· article· en· AmeriQuests· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Remarks by Jeffrey Marder
Jeffrey Marder
2022· article· en· Proceedings of the ASIL Annual Meeting· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Anonymity Worldwide
Jeff Kosseff
2022· book-chapter· en· Cornell University Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Quotes of The Quarter- 2
2010· article· en· British Journalism Review· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Editor's Note
Gregory P. Thomas
2013· article· en· Alberta Journal of Educational Research· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Flann O'Brien and Social Media
2025· article· en· The Parish Review Journal of Flann O Brien Studies· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Introduction
Crime Coverage
2020· book-chapter· en· Oxford University Press eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Media Policy, Co-Existence, and Freedom of Speech
Ronald I. Cohen
2014· book-chapter· en· Advances in religious and cultural studies (ARCS) book series· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Acknowledgements
2017· book-chapter· en· McGill-Queen's University Press eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Old English Metrical Psalm 119:5–6
Elena Afros
2025· article· en· Notes and Queries· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Copyright Page
Emile Schrijver, Lies Meiboom, Sabine Arndt, Hadewijch Dekker, A.K. Offenberg, Dorothée Irving +9 more
2023· book-chapter· en· Cornell University Press eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
7. Kith and Kin
Matt Hern, Am Johal
2024· book-chapter· en· Neue Ökologie· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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