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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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Journal of Labor Economics
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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
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.

47 results · 1 filter active ·
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20002024
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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.
47 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 47 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 47 of 47 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Tasks and Heterogeneous Human Capital
Shintaro Yamaguchi
2011· article· en· Journal of Labor Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
181
citations
affunlabeled
Unhappy Cities
Edward L. Glaeser, Joshua D. Gottlieb, Oren Ziv
2016· article· en· Journal of Labor Economics· Psychology
machine prediction:candidate · noneconsensus · none
127
citations
affunlabeled
Interracial Friendships in College
Braz Camargo, Ralph Stinebrickner, Todd Stinebrickner
2010· article· en· Journal of Labor Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
68
citations
affunlabeled
Job Tasks, Time Allocation, and Wages
Ralph Stinebrickner, Todd Stinebrickner, Paul Sullivan
2018· article· en· Journal of Labor Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
45
citations
affaboutunlabeled
The Efficacy of Construction Site Safety Inspections
M. Christopher Auld, J.C. Herbert Emery, Daniel V. Gordon, Douglas McClintock
2001· article· en· Journal of Labor Economics· Health Professions
machine prediction:candidate · noneconsensus · none
23
citations
affunlabeled
Differences in On-the-Job Learning across Firms
Jaime Arellano-Bover, Fernando Saltiel
2024· article· en· Journal of Labor Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Motivating Employees Through Career Paths
Heski Bar‐Isaac, Raphaël Lévy
2019· preprint· en· Journal of Labor Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
affaboutunlabeled
Erratum
Matthieu Chemin, Étienne Wasmer
2017· erratum· en· Journal of Labor Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Education Transmission and Network Formation
Vincent Boucher, Carlo Del Bello, Fabrizio Panebianco, Thierry Verdier, Yves Zénou
2021· article· en· Journal of Labor Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
Firm Heterogeneity in Skill Returns
Michael J. Böhm, Khalil Esmkhani, Giovanni Gallipoli
2023· article· en· Journal of Labor Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
H. Gregg Lewis Prize
2020· article· en· Journal of Labor Economics· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Jacob Mincer Award
2019· article· en· Journal of Labor Economics· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations

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