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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 8 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.

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
aboutno affunlabeled
The Role of Migrant Care Workers in Ageing Societies
Sarah Spencer, Susan Martin, Ivy Lynn Bourgeault, Eamon O’Shea
2012· book· en· IOM migration research series· Health Professions
distilled prediction:candidate · stsconsensus · none
40
citations
venueno affunlabeled
Informality in action: A relational look at informal work
Byoung‐Hoon Lee, Sarah Swider, Chris Tilly
2020· article· en· International Journal of Comparative Sociology· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
40
citations
aboutno affunlabeled
Injury and the New World of Work
Terrence Sullivan
2007· book· en· University of British Columbia Press eBooks· Health Professions
distilled prediction:candidate · noneconsensus · none
40
citations
afffundaboutunlabeled
Why I Became a Home Support Worker: Recruitment in the Home Health Sector
Joanie Sims‐Gould, Kerry Byrne, Catherine K. Craven, Anne Martin-Matthews, Janice Keefe
2010· article· en· Home Health Care Services Quarterly· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
39
citations
affunlabeled
The Unequal Consequences of Job Loss across Countries
Antoine Bertheau, Edoardo Maria Acabbi, Cristina Barceló, Andreas Gulyas, Stefano Lombardi, Raffaele Saggio
2023· article· en· American Economic Review Insights· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
39
citations
affvenueaboutunlabeled
Taking a positive approach to organizational downsizing
Marjorie Armstrong‐Stassen, Francine Schlosser
2008· article· en· Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration· Health Professions
distilled prediction:candidate · stsconsensus · sts
38
citations
venueno affunlabeled
Towards a Precarity Agenda
Marcel Paret
2016· article· en· Global Labour Journal· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
37
citations

How this was built: Screen · Findings · About