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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 ·
Categories
Machine labels · sparse coverage
Evidence
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*
2009· article· en· International Economic Review· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
673
citations
affunlabeled
Firming Up Inequality*
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
2004· article· en· Journal of Labor Research· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
413
citations
affunlabeled
Job Polarization and Jobless Recoveries
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
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
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
2007· article· en· Economic Trends· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
219
citations
affunlabeled
Tasks and Heterogeneous Human Capital
2011· article· en· Journal of Labor Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
181
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
2017· article· en· American Economic Review· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
144
citations
affunlabeled
The great divergence(s)
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
2015· article· en· Review of Economic Dynamics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
128
citations
affvenueaboutunlabeled
Education, earnings, and the ‘Canadian G.I. Bill’
2001· article· en· Canadian Journal of Economics/Revue canadienne d économique· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
111
citations

How this was built: Screen · Findings · About