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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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Labor Movements and Unions
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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.

4,123 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.
4,123 works in the cohort · of 4,299,418page 5 of 83

Labels cover 6 of 4,123 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 4,123 of 4,123 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Union wage premium
Tony Fang, Anil Kumar Verma
2002· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
35
citations
aboutno affunlabeled
A Little Help from Our Friends
Amanda Tattersall
2008· article· en· Labor Studies Journal· Social Sciences
distilled prediction:candidate · stsconsensus · none
33
citations
aboutno affunlabeled
Identity Struggles
2017· book· en· Discourse approaches to politics, society and culture· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
32
citations
aboutno affunlabeled
Regulating Flexibility
Mark P. Thomas
2009· book· en· McGill-Queen's University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
31
citations
aboutno affunlabeled
Maoism in the Developed World
Robert J. Alexander
2001· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
31
citations
aboutno affunlabeled
Management and Diversity
2017· book· en· Social Sciences
distilled prediction:candidate · stsconsensus · none
31
citations
fundno affunlabeled
Workplace Justice Without Unions
Hoyt N. Wheeler, Brian S. Klaas, Douglas M. Mahony
2004· book· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
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How this was built: Screen · Findings · About