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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 Economic Literature
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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
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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.

89 results · 1 filter active ·
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20002025
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Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
89 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 89 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 89 of 89 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
Digital Economics
Avi Goldfarb, Catherine E. Tucker
2019· article· en· Journal of Economic Literature· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
2,312
citations
affunlabeled
Trade, Growth, and the Environment
Brian R. Copeland, M. Scott Taylor
2004· article· en· Journal of Economic Literature· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
1,697
citations
affunlabeled
The Biological Basis of Economic Behavior
Arthur J. Robson
2001· article· en· Journal of Economic Literature· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
379
citations
affunlabeled
Measuring Time Preferences
Jonathan D. Cohen, Keith M. Marzilli Ericson, David Laibson, J.M. White
2020· article· en· Journal of Economic Literature· Decision Sciences
machine prediction:candidate · noneconsensus · none
342
citations
affunlabeled
The Microeconomics of Cryptocurrencies
Hanna Hałaburda, Guillaume Haeringer, Joshua S. Gans, Neil Gandal
2022· article· en· Journal of Economic Literature· Computer Science
machine prediction:candidate · noneconsensus · none
129
citations
affunlabeled
Regression Discontinuity Designs in Economics
David S. Lee, Thomas Lemieux
2010· preprint· en· Journal of Economic Literature· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
65
citations
affunlabeled
The Economics of Social Media
Guy Aridor, Rafael Jiménez-Durán, Roee Levy, Lena Song
2024· article· en· Journal of Economic Literature· Social Sciences
machine prediction:candidate · noneconsensus · none
53
citations
affunlabeled
Legal Markets
Gillian K. Hadfield
2022· article· en· Journal of Economic Literature· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
10
citations
affunlabeled
The Economics of Infectious Diseases
M. Christopher Auld, Eli P. Fenichel, Flavio Toxvaerd
2025· article· en· Journal of Economic Literature· Mathematics
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Book Reviews
John Bryant, Susan Howson, Theodore Burczak, Herbert Gintis, Jennifer S. Lerner, Robert A. Margo +29 more
2000· article· en· Journal of Economic Literature· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Book Reviews
Daniel M. Hausman, Vincent P. Crawford, Helmut Lütkepohl, Timothy J. Kehoe, Ngo Van Long, Markus Jäntti +34 more
2001· article· en· Journal of Economic Literature· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Book Reviews
2015· article· en· Journal of Economic Literature· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Book Reviews
2011· article· en· Journal of Economic Literature· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Book Reviews
2015· article· en· Journal of Economic Literature· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Book Reviews
2013· article· en· Journal of Economic Literature· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Book Reviews
2010· article· en· Journal of Economic Literature· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Book Reviews
2022· article· en· Journal of Economic Literature· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

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