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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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Review of Financial Studies
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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
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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.

140 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.
140 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 140 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 140 of 140 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
High-Frequency Trading and Price Discovery
Jonathan Brogaard, Terrence Hendershott, Ryan Riordan
2014· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1,198
citations
affunlabeled
Measuring Corporate Culture Using Machine Learning
Kai Li, Feng Mai, Rui Shen, Xinyan Yan
2020· article· en· Review of Financial Studies· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
943
citations
affunlabeled
Capital Structure and Debt Structure
Joshua Rauh, Amir Sufi
2010· article· en· Review of Financial Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
701
citations
aboutno affunlabeled
Short-Term Persistence in Mutual Fund Performance
Nicolas P. B. Bollen, Jeffrey A. Busse
2004· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
691
citations
affunlabeled
Investor Attention and Stock Market Volatility
Daniel Andrei, Michael Hasler
2014· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
550
citations
affunlabeled
Labor Protection and Leverage
Elena Simintzi, Vikrant Vig, Paolo F. Volpin
2014· article· en· Review of Financial Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
412
citations
aboutno affunlabeled
Equity Vesting and Investment
Alex Edmans, Vivian W. Fang, Katharina Lewellen
2017· article· en· Review of Financial Studies· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
372
citations
afffundunlabeled
The Going-Public Decision and the Product Market
Thomas J. Chemmanur, Shan He, Debarshi K. Nandy
2009· article· en· Review of Financial Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
299
citations
affunlabeled
Expected Returns in Treasury Bonds
Anna Cieślak, Pavol Povala
2015· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
272
citations
affunlabeled
Trading Fast and Slow: Colocation and Liquidity
Jonathan Brogaard, Björn Hagströmer, Lars L. Nordén, Ryan Riordan
2015· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
239
citations
affaboutunlabeled
Mispricing of S&P 500 Index Options
George M. Constantinides, Jens Carsten Jackwerth, Stylianos Perrakis
2008· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
182
citations
affunlabeled
Information, Analysts, and Stock Return Comovement
Allaudeen Hameed, Randall Mørck, Jianfeng Shen, Bernard Yeung
2015· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
179
citations
affunlabeled
State Dependence Can Explain the Risk Aversion Puzzle
Fousseni Chabi-Yo, René García, Éric Renault
2007· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
137
citations
affunlabeled
Bank Debt and Corporate Governance
Victoria Ivashina, Vinay B. Nair, Anthony Saunders, Nadia Massoud, Roger D. Stover
2008· article· en· Review of Financial Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
133
citations
aboutno affunlabeled
Options Trading Costs Are Lower than You Think
Dmitriy Muravyev, Neil D. Pearson
2020· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
133
citations
affunlabeled
Macroeconomic Attention and Announcement Risk Premia
Adlai J. Fisher, Charles Martineau, Jinfei Sheng
2022· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
129
citations
affunlabeled
Option Return Predictability
Xintong Zhan, Bing Han, Jie Cao, Qing Tong
2021· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
119
citations
affunlabeled
The Factor Structure in Equity Options
Peter Christoffersen, Mathieu Fournier, Kris Jacobs
2017· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
102
citations
affunlabeled
Arbitrage Portfolios
Soohun Kim, Robert A. Korajczyk, Andreas Neuhierl
2020· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
97
citations

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