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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
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
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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.

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 3 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
Negotiated Positions
Nombuso Dlamini, Uzo Anucha, Barat Wolfe
2012· article· en· Affilia· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
58
citations
affaboutunlabeled
Union Disaffection and Social Identity
Christian Lévesque, Gregor Murray
2005· article· en· Work and Occupations· Social Sciences
distilled prediction:candidate · noneconsensus · none
55
citations
venueno affunlabeled
The New Global Labour Studies: A Critical Review
Marissa Brookes, Jamie K. McCallum
2017· review· en· Global Labour Journal· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communicationconsensus · none
54
citations
affno abstractunlabeled
Unions and Wage Inequality
David Card, Thomas Lemieux, W. Craig Riddell
2022· book-chapter· en· Palgrave Readers in Economics· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
50
citations
venueno affunlabeled
Publication Bias in Union-Productivity Research?
Hristos Doucouliagos, Patrice Laroche, T. D. Stanley
2005· article· en· Relations industrielles· Social Sciences
distilled prediction:candidate · noneconsensus · none
49
citations
aboutno affunlabeled
When Good Jobs Go Bad
Jeffrey S. Rothstein
2019· book· en· Rutgers University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
47
citations
affaboutunlabeled
Balancing Efficiency, Equity, and Voice
Dionne Pohler, Andrew A. Luchak
2014· article· en· Industrial and Labor Relations Review· Social Sciences
distilled prediction:candidate · noneconsensus · none
47
citations
aboutno affunlabeled
The Global Workplace
R. Blanpain, Susan Bisom–Rapp, William R. Corbett, Hilary K. Josephs, Michael J. Zimmer
2007· book· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · stsconsensus · none
47
citations
aboutno affunlabeled
Resocialising Europe in a Time of Crisis
Nicola Countouris
2013· book· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
46
citations
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How this was built: Screen · Findings · About