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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
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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 1 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.

affno abstractunlabeled
Handbook of the Sociology of Mental Health
Carol S. Aneshensel, Jo C. Phelan, Alex Bierman
2012· book· en· Handbooks of sociology and social research· Health Professions
distilled prediction:candidate · sts+research_integrityconsensus · sts
921
citations
afffundunlabeled
Relationship Between Household Income and Mental Disorders
Jitender Sareen, Tracie O. Afifi, Katherine A. McMillan, Gordon J. G. Asmundson
2011· article· en· Archives of General Psychiatry· Health Professions
distilled prediction:candidate · noneconsensus · none
678
citations
affunlabeled
Emerging Trends in Contingent Work Research
Catherine E. Connelly, Daniel G. Gallagher
2004· article· en· Journal of Management· Health Professions
distilled prediction:candidate · noneconsensus · none
516
citations
afffundaboutunlabeled
Epidemiology of Psychological Distress
Aline Drapeau, Alain Marchand, Dominic Beaulieu‐Prévost
2012· book-chapter· en· InTech eBooks· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
469
citations
affunlabeled
Disability and employment – overview and highlights
Katharina Vornholt, Patrizia Villotti, Beate Muschalla, Jana F. Bauer, Adrienne Colella, Fred Zijlstra +3 more
2017· article· en· European Journal of Work and Organizational Psychology· Health Professions
distilled prediction:candidate · noneconsensus · none
400
citations
affno abstractunlabeled
Welfarism vs. extra-welfarism
Werner Brouwer, Anthony J. Culyer, Job van Exel, Frans Rutten
2007· article· en· Journal of Health Economics· Health Professions
distilled prediction:candidate · noneconsensus · none
324
citations
affunlabeled
Toward a critical politics of precarity
Kathleen M. Millar
2017· article· en· Sociology Compass· Health Professions
distilled prediction:candidate · stsconsensus · none
281
citations
affaboutunlabeled
Caring for Nothing
Donna Baines
2004· article· en· Work Employment and Society· Health Professions
distilled prediction:candidate · stsconsensus · none
242
citations
afffundno abstractunlabeled
Welfare states, flexible employment, and health: A critical review
Il‐Ho Kim, Carles Muntañer, Faraz Vahid Shahidi, Alejandra Vives, Christophe Vanroelen, Joan Benach
2011· review· en· Health Policy· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
217
citations
affunlabeled
Labour geography 1
Kendra Strauss
2017· article· en· Progress in Human Geography· Health Professions
distilled prediction:candidate · stsconsensus · none
194
citations

How this was built: Screen · Findings · About