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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
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.

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 25 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. 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.

affvenueunlabeled
Strikes as Safety-Valve Institutions
Ran Chermesh
2005· article· en· Relations industrielles· Social Sciences
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Introduction
Soline Blanchard, Isabel Boni-Le Goff, Pauline Delage, Isabelle Puech
2021· article· fr· Travail genre et sociétés· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
aboutno affunlabeled
Union Decline: A Geography Based Assessment
Girish Balasubramanian
2015· article· en· Indian journal of industrial relations· Social Sciences
machine prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
The Fordism of Ford and Modern Management
Huw Beynon, Theo Nichols
2006· preprint· en· RePEc: Research Papers in Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Renewing Labor
M. E. Miller, Michael Eisenscher
2001· article· en· WorkingUSA· Social Sciences
machine prediction:candidate · noneconsensus · none
4
citations
fundno affunlabeled
Employee forums in the UK: friend or foe of trade unions?
Michael Whittall, Alan Tuckman
2008· article· en· Social Science Open Access Repository (GESIS – Leibniz Institute for the Social Sciences)· Social Sciences
machine prediction:candidate · noneconsensus · none
4
citations
venueno affunlabeled
A German Employee Network and Union Renewal
Richard Croucher, Helmut Martens, Ingo Singe
2007· article· en· Relations industrielles· Social Sciences
machine prediction:candidate · noneconsensus · none
4
citations
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