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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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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
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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.

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 10 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.

afffundunlabeled
Underpaid but Satisfied
Atsushi Narisada, Scott Schieman
2016· article· en· Work and Occupations· Health Professions
distilled prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Different Contexts, Different Effects?
Sibyl Kleiner, Reinhard Schunck, Klaus Schömann
2015· article· en· Journal of Health and Social Behavior· Health Professions
distilled prediction:candidate · noneconsensus · none
31
citations
affunlabeled
Seeking the Lost Spirit
David W. Adams, Rick Csiernik
2002· article· en· Employee Assistance Quarterly· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
31
citations
affunlabeled
<i>Capital</i> , Capitalism and Health
Raju J Das
2022· article· en· Critical Sociology· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
30
citations
aboutno affunlabeled
Duration of Non-standard Employment
Constantine Kapsalis, Pierre Tourigny
2004· preprint· en· Munich Personal RePEc Archive (Ludwig Maximilian University of Munich)· Health Professions
distilled prediction:candidate · metaepi_narrowconsensus · none
30
citations
affunlabeled
The Vulnerable Workforce: A Call for Research
Simon Lloyd D. Restubog, Pauline Schilpzand, Brent J. Lyons, Catherine Deen, Yaqing He
2023· article· en· Journal of Management· Health Professions
distilled prediction:candidate · stsconsensus · none
29
citations
affaboutunlabeled
Cycling Off and On Welfare in Canada
Ernie Lightman, Andrew Mitchell, Dean Herd
2010· article· en· Journal of Social Policy· Health Professions
distilled prediction:candidate · noneconsensus · none
29
citations
afffundno abstractunlabeled
Good, bad, and not so sad part-time employment
Victor Y. Haines, Pascal Doray-Demers, Vivianne Martin
2017· article· en· Journal of Vocational Behavior· Health Professions
distilled prediction:candidate · stsconsensus · none
29
citations
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