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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 2 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.

fundno affunlabeled
The Fundamentals of Commodity Futures Returns
Gary B. Gorton, Fumio Hayashi, K. Geert Rouwenhorst
2007· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
203
citations
affunlabeled
DSGE Models in a Data-Rich Environment
Jean Boivin, Marc Giannoni
2006· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
199
citations
fundno affunlabeled
The Impact of Zoning on Housing Affordability
Edward L. Glaeser, Joseph Gyourko
2002· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
187
citations
affunlabeled
Intermittency and the Value of Renewable Energy
Gautam Gowrisankaran, Stanley S. Reynolds, Mario Samano
2011· report· en· National Bureau of Economic Research· Engineering
machine prediction:candidate · noneconsensus · none
179
citations
fundno affunlabeled
State Capacity, Conflict and Development
Timothy Besley, Torsten Persson
2009· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
169
citations
affunlabeled
China's Financial System: Opportunities and Challenges
Franklin Allen, Jun Qian, Chenying Zhang, Mengxin Zhao
2012· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
166
citations
affunlabeled
Economic Policy for Artificial Intelligence
Ajay Agrawal, Joshua S. Gans, Avi Goldfarb
2018· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
162
citations
aboutno affunlabeled
Global Currency Hedging
John Campbell, Karine Serfaty-de Medeiros, Luis M. Viceira
2007· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
159
citations
afffundunlabeled
Unobserved Actions of Mutual Funds
Marcin Kacperczyk, Clemens Sialm, Lu Zheng
2005· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
149
citations
afffundunlabeled
Credit Constraints in Education
Lance Lochner, Alexander Monge‐Naranjo
2011· report· en· National Bureau of Economic Research· Social Sciences
machine prediction:candidate · noneconsensus · none
149
citations
affunlabeled
Does Local Financial Development Matter?
Luigi Guiso, Paola Sapienza, Luigi Zingales
2002· report· en· National Bureau of Economic Research· Social Sciences
machine prediction:candidate · noneconsensus · none
136
citations
affunlabeled
Overconfidence And Preferences For Competition
Ernesto Reuben, Paola Sapienza, Luigi Zingales
2015· report· en· National Bureau of Economic Research· Social Sciences
machine prediction:candidate · noneconsensus · none
134
citations
affunlabeled
Matching on the Estimated Propensity Score
Alberto Abadie, Guido W. Imbens
2009· report· en· National Bureau of Economic Research· Mathematics
machine prediction:candidate · noneconsensus · none
131
citations
affunlabeled
Performance Evaluation with Stochastic Discount Factors
Heber Farnsworth, Wayne E. Ferson, David Jackson, Steven K. Todd
2002· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
130
citations

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