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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.

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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Employment and Welfare Studies
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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.

3,193 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.
3,193 works in the cohort · of 4,299,418page 3 of 64

Labels cover 13 of 3,193 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 3,193 of 3,193 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
An Uneven Burden
Claudia Lahaie, Alison Earle, Jody Heymann
2012· article· en· Research on Aging· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
101
citations
affunlabeled
The Stress Process
Carol S. Aneshensel, William R. Avison
2015· article· en· Society and Mental Health· Health Professions
distilled prediction:candidate · stsconsensus · none
94
citations
affunlabeled
The future of workplace commitment: key questions and directions
Yvonne Van Rossenberg, Howard J. Klein, Kajsa Asplund, Kathleen Bentein, Heiko Breitsohl, Aaron Cohen +10 more
2018· article· en· European Journal of Work and Organizational Psychology· Health Professions
distilled prediction:candidate · noneconsensus · none
92
citations
venueaboutno affunlabeled
Labor issues and COVID‐19
Bruno Larue
2020· article· en· Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
89
citations
affvenueunlabeled
Part-Time and Casual Work in Retail Trade
Işık U. Zeytinoglu, Waheeda Lillevik, Bianca Seaton, Josefina Moruz
2005· article· en· Relations industrielles· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
89
citations
affvenueaboutunlabeled
Has the Canadian labour market polarized?
David A. Green, Benjamin Sand
2015· article· en· Canadian Journal of Economics/Revue canadienne d économique· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
85
citations
aboutno affno abstractunlabeled
Society and the slow burn of inequality
Michael Marmot
2020· article· en· The Lancet· Health Professions
distilled prediction:candidate · noneconsensus · none
84
citations

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