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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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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.

2,073 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.
2,073 works in the cohort · of 4,299,418page 33 of 42

Labels cover 12 of 2,073 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 2,073 of 2,073 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.

aboutno affunlabeled
The Health Wedge and Labor Market Inequality
Amy Finkelstein, Casey McQuillan, Owen Zidar, Eric Zwick
2023· report· en· National Bureau of Economic Research· Health Professions
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Market Freezes
Gu Chao, Guido Menzio, Randall Wright, Zhu Yu
2021· report· en· National Bureau of Economic Research
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Composite Sorting
Job Boerma, Aleh Tsyvinski, Ruodu Wang, Zhenyuan Zhang
2023· report· en· National Bureau of Economic Research· Computer Science
machine prediction:candidate · noneconsensus · none
3
citations
afffundunlabeled
Financial Frictions and the Rule of Law
Ashantha Ranasinghe, Diego Restuccia
2018· preprint· en· National Bureau of Economic Research· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
3
citations
fundno affunlabeled
Retaking in High Stakes Exams: Is Less More?
Kala Krishna, Sergey Lychagin, Verónica Frisancho Robles
2015· preprint· en· National Bureau of Economic Research· Medicine
machine prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Worker Rights in Collective Bargaining
Benjamin W. Arold, Elliott Ash, W. Bentley MacLeod, Suresh Naidu
2025· report· en· National Bureau of Economic Research· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
afffundunlabeled
Tax Credits and Small Firm R&D Spending
Ajay Agrawal, Carlos Rosell, Timothy Simcoe
2014· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Personal Bankruptcy Law and Innovation around the World
Douglas Cumming, Randall Mørck, Rong Zhao, Minjie Zhang
2024· report· en· National Bureau of Economic Research· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
The Changing Nature of Wage Inequality
Thomas Lemieux
2007· preprint· en· National Bureau of Economic Research· Social Sciences
machine prediction:candidate · noneconsensus · none
3
citations
fundno affunlabeled
Treatment Effects with Multiple Outcomes
John Mullahy
2018· report· en· National Bureau of Economic Research· Mathematics
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
The Specialness of Zero
Joshua S. Gans
2019· report· es· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
3
citations
fundno affunlabeled
Directed Search over the Life Cycle
Guido Menzio, Irina A. Telyukova, Ludo Visschers
2012· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
2
citations
afffundaboutunlabeled
The Married Widow: Marriage Penalties Matter!
Michael Baker, Emily Hanna, Jasmin Kantarevic
2003· preprint· en· National Bureau of Economic Research· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
fundno affunlabeled
Fast-Track Authority: A Hold-Up Interpretation.
Levent Çelik, Bilgehan Karabay, John McLaren
2018· report· en· National Bureau of Economic Research· Social Sciences
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
AI Adoption in a Competitive Market
Joshua S. Gans
2022· report· en· National Bureau of Economic Research· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
A Sharp Test for the Judge Leniency Design
Mohamed Coulibaly, Yu-Chin Hsu, Ismaël Mourifié, Yuanyuan Wan
2024· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
2
citations

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