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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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Journal of Public 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.

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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.

114 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.
114 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 114 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 114 of 114 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.

affno abstractunlabeled
Crime, punishment, and prejudice
Philip A. Curry, Tilman Klumpp
2008· article· en· Journal of Public Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
25
citations
affno abstractunlabeled
Inequality and informality
Alberto Chong, Mark Gradstein
2006· article· en· Journal of Public Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
24
citations
affno abstractunlabeled
Separation of powers and the budget process
Gene M. Grossman, Elhanan Helpman
2007· article· en· Journal of Public Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
22
citations
affno abstractunlabeled
Second-order statistical discrimination
Tilman Klumpp, Xuejuan Su
2012· article· en· Journal of Public Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
20
citations
aboutno affno abstractunlabeled
Hierarchy and Information
Daniel Rogger, Ravi Somani
2023· article· en· Journal of Public Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
18
citations
affno abstractunlabeled
Two-tier public provision: Comparing public systems
Christoph Lülfesmann, Gordon M. Myers
2010· article· en· Journal of Public Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
12
citations
affno abstractunlabeled
Are stocks desirable in tax-deferred accounts?
Lorenzo Garlappi, Jennifer Huang
2006· article· en· Journal of Public Economics· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Job displacement costs of phasing out coal
Juan-Pablo Rud, Michael Simmons, Gerhard Toews, Fernando M. Aragón
2024· article· en· Journal of Public Economics· Health Professions
machine prediction:candidate · noneconsensus · none
12
citations
afffundno abstractunlabeled
Tax competition in the presence of profit shifting
Steeve Mongrain, David Kyungtaek Oh, Tanguy van Ypersele
2023· article· en· Journal of Public Economics· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Correlation in state and local tax changes
Scott Baker, Pawel Janas, Lorenz Kueng
2025· article· en· Journal of Public Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Commodity taxation and parallel imports
Pascalis Raimondos, Nicolas Schmitt
2009· article· en· Journal of Public Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Can private giving promote economic segregation?
Ignatius J. Horstmann, Kimberley Scharf, Al Slivinski
2007· article· en· Journal of Public Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
4
citations
afffundunlabeled
Climate and migration in the United States
Patrick Baylis, Prashant Bharadwaj, Jamie T. Mullins, Nick Obradovich
2025· article· en· Journal of Public Economics· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
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