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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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Labor market dynamics and wage inequality
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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.

1,631 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.
1,631 works in the cohort · of 4,299,418page 1 of 33

Labels cover 1 of 1,631 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 1,631 of 1,631 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
OCCUPATIONAL SPECIFICITY OF HUMAN CAPITAL*
Gueorgui Kambourov, Iourii Manovskii
2009· article· en· International Economic Review· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
673
citations
affunlabeled
Firming Up Inequality*
Jae Song, David J. Price, Fatih Guvenen, Nicholas Bloom, Till von Wachter
2018· article· en· The Quarterly Journal of Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
645
citations
affno abstractunlabeled
Unions and wage inequality
David Card, Thomas Lemieux, W. Craig Riddell
2004· article· en· Journal of Labor Research· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
413
citations
affunlabeled
Job Polarization and Jobless Recoveries
Nir Jaimovich, Henry Siu
2019· article· en· The Review of Economics and Statistics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
341
citations
affunlabeled
Occupational Mobility and Wage Inequality
Gueorgui Kambourov, Iourii Manovskii
2009· article· en· The Review of Economic Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
341
citations
afffundunlabeled
Job Polarization and Jobless Recoveries
Nir Jaimovich, Henry Siu
2012· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
228
citations
aboutno affunlabeled
Job Creation and Job Destruction
Timothy Dunne, Brent Meyer
2007· article· en· Economic Trends· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
219
citations
afffundno abstractunlabeled
Change in Job Search Behaviors and Employment Outcomes
Alan M. Saks, Blake E. Ashforth
2000· article· en· Journal of Vocational Behavior· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
219
citations
affunlabeled
Tasks and Heterogeneous Human Capital
Shintaro Yamaguchi
2011· article· en· Journal of Labor Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
181
citations
affunlabeled
Leave‐Out Estimation of Variance Components
Patrick Kline, Raffaele Saggio, Mikkel Sølvsten
2020· article· en· Econometrica· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
173
citations
affunlabeled
Productivity Spillovers Across Firms through Worker Mobility
Andrey Stoyanov, Nick Zubanov
2012· article· en· American Economic Journal Applied Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
169
citations
affunlabeled
[no title]
2002· article· en· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
149
citations
affunlabeled
Wage Inequality and Firm Growth
Holger M. Mueller, Paige Ouimet, Elena Simintzi
2017· article· en· American Economic Review· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
144
citations
affunlabeled
The great divergence(s)
Giuseppe Berlingieri, Patrick Blanchenay, Chiara Criscuolo
2017· paratext· en· OECD science, technology and industry policy papers· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts+insufficient_payload
130
citations
fundno affno abstractunlabeled
Directed search over the life cycle
Guido Menzio, Irina A. Telyukova, Ludo Visschers
2015· article· en· Review of Economic Dynamics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
128
citations
afffundno abstractunlabeled
Occupational Tasks and Changes in the Wage Structure
Sérgio Firpo, Nicole M. Fortin, Thomas Lemieux
2011· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
113
citations
affvenueaboutunlabeled
Education, earnings, and the ‘Canadian G.I. Bill’
Thomas Lemieux, David Card
2001· article· en· Canadian Journal of Economics/Revue canadienne d économique· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
111
citations
affno abstractunlabeled
A Political Economy Model of Congressional Careers
Daniel Diermeier, Michael P. Keane, Antonio Merlo
2002· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
111
citations

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