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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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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.

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 7 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
Military-to-civilian transition theories and frameworks
David Pedlar, James M. Thompson, Carl A. Castro
2019· book-chapter· en· Elsevier eBooks· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
48
citations
afffundaboutunlabeled
Mortality following unemployment in Canada, 1991–2001
Cameron Mustard, Amber Bielecky, Jacob Etches, Russell Wilkins, Michael Tjepkema, Benjamin C. Amick +2 more
2013· article· en· BMC Public Health· Health Professions
distilled prediction:candidate · noneconsensus · none
47
citations
affunlabeled
Job Pressure and SES-contingent Buffering
Jonathan Koltai, Scott Schieman
2015· article· en· Journal of Health and Social Behavior· Health Professions
distilled prediction:candidate · noneconsensus · none
47
citations
affaboutno abstractunlabeled
Community unemployment and immigrants’ health in Montreal
Marı́a Victoria Zunzunegui, Mathieu Forster, Lise Gauvin, Marie-France Raynault, J. Douglas Willms
2006· article· en· Social Science & Medicine· Health Professions
distilled prediction:candidate · stsconsensus · none
47
citations
afffundno abstractunlabeled
Safe Employment Integration of Recent Immigrants and Refugees
Agnieszka Kosny, Basak Yanar, Momtaz Begum, Dina Al‐Khooly, Stéphanie Premji, Morgan Lay +1 more
2019· article· en· Journal of International Migration and Integration / Revue de l integration et de la migration internationale· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
46
citations
affvenueaboutunlabeled
Non-Standard Work and Benefits
Işık U. Zeytinoglu, Gordon B. Cooke
2005· article· en· Relations industrielles· Health Professions
distilled prediction:candidate · noneconsensus · none
42
citations
afffundvenueaboutunlabeled
Personal Support Workers in Canada: The New Precariat?
Katherine Zagrodney, Mike Saks
2017· article· fr· Healthcare policy· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
42
citations
afffundno abstractunlabeled
COVID-19 and gender disparities: Labour market outcomes
Vikkram Singh, Homayoun Shirazi, Jessica Turetken
2022· article· en· Research in Economics· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
42
citations
aboutno affunlabeled
Job Insecurity in Nursing: A Bibliometric Analysis
Vicente Prado‐Gascó, María del Carmen Giménez‐Espert, Hans De Witte
2021· article· en· International Journal of Environmental Research and Public Health· Health Professions
distilled prediction:candidate · bibliometrics+insufficient_payloadconsensus · none
41
citations
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