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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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National Bureau of Economic Research
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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 28 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.

affunlabeled
Indirect Tax Initiatives and Global Rebalancing
Chunding Li, John Whalley
2012· preprint· en· National Bureau of Economic Research· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
The Causes of Ukrainian Famine Mortality, 1932-33
Andreĭ Markevich, Natalya Naumenko, Nancy Qian
2021· preprint· en· National Bureau of Economic Research· Health Professions
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Beyond Statistics: The Economic Content of Risk Scores
Liran Einav, Amy Finkelstein, Raymond Kluender, Paul Schrimpf
2015· report· en· National Bureau of Economic Research· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Professor Qualities and Student Achievement
Florian Hoffmann, Philip Oreopoulos
2006· preprint· en· National Bureau of Economic Research· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
6
citations
fundno affunlabeled
Bank Complexity, Governance, and Risk
Ricardo Correa, Linda S. Goldberg
2020· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Segmented Arbitrage
Emil Siriwardane, Adi Sunderam, Jonathan Wallen
2022· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Jurisdictional Advantage
Maryann P. Feldman, Roger Martin
2004· report· en· National Bureau of Economic Research· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
6
citations
afffundunlabeled
Estimating Racial Price Differentials in the Housing Market
Patrick Bayer, Marcus Casey, Fernando V. Ferreira, R. S. McMillan
2012· article· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
6
citations
affgpt · no categorygrok · no categoryopus · no categorymodels split
The Secured Credit Premium and the Issuance of Secured Debt
Efraim Benmelech, Nitish Kumar, Raghuram G. Rajan
2020· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
The Dynamics of Inequality
Xavier Gabaix, Jean‐Michel Lasry, Pierre‐Louis Lions, Benjamin Moll
2015· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
5
citations
afffundunlabeled
The Optimal Currency Area in a Liquidity Trap
David Cook, Michael Devereux
2013· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Optimal Law Enforcement with Ordered Leniency
Claudia M. Landeo, Kathryn E. Spier
2018· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Dynamic Debt Maturity
Zhiguo He, Konstantin Milbradt
2016· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
5
citations
affgemma · no categorygpt · no categorymodels agree
Understanding Joint Retirement
Pierre‐Carl Michaud, Arthur van Soest, Luc Bissonnette
2018· preprint· en· National Bureau of Economic Research· Social Sciences
machine prediction:candidate · noneconsensus · none
5
citations
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