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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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Occupational and Professional Licensing Regulation
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

237 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
Language
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
237 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 237 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 237 of 237 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Graduate Study in Psychology: 1971-2004.
John C. Norcross, Jessica Kohout, Marlene Wicherski
2005· article· en· American Psychologist· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
92
citations
affaboutunlabeled
Profession: A Useful Concept for Sociological Analysis?
Tracey L. Adams
2010· article· fr· Canadian Review of Sociology/Revue canadienne de sociologie· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
63
citations
affvenueaboutunlabeled
Do Immigrants Gain or Lose by Occupational Licensing?
Rafael Gómez, Morley Gunderson, Xiaoyu Huang, Tingting Zhang
2015· article· en· Canadian Public Policy· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
41
citations
affaboutunlabeled
Gendered Inequalities in Earnings: A Study of Canadian Lawyers*
Karen Robson, Jean E. Wallace
2001· article· fr· Canadian Review of Sociology/Revue canadienne de sociologie· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
36
citations
affunlabeled
Occupational Licensing and Labor Market Fluidity
Morris M. Kleiner, Ming Xu
2020· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
34
citations
affno abstractunlabeled
Detailed Occupational History
R. Bégin, John W. Christman
2001· letter· en· American Journal of Respiratory and Critical Care Medicine· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
28
citations
aboutno affunlabeled
Measuring occupational entry regulations: A new OECD approach
Christina von Rueden, Indre Bambalaite
2020· paratext· en· OECD Economics Department working papers· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
11
citations
affunlabeled
Legal Markets
Gillian K. Hadfield
2022· article· en· Journal of Economic Literature· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
affvenueunlabeled
Regulating the Market for Legal Services
Michael J. Trebilcock
2008· article· en· Alberta Law Review· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
8
citations
aboutno affunlabeled
Larger polities are more regulated
James Bailey, James Broughel, Patrick A. McLaughlin
2021· article· en· Journal of Public Finance and Public Choice· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Occupational Licensing and Labor Market Fluidity
Morris M. Kleiner, Ming Xu
2020· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Working Internationally
Debra Cameron
2008· article· en· Physical & Occupational Therapy In Pediatrics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
6
citations
venueaboutno affunlabeled
Corrections
2005· article· en· Canadian Medical Association Journal· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
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