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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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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
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.

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 3 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
Dynamic Hedging and Extreme Asset Co-movements
Redouane Elkamhi, Denitsa Stefanova
2014· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
18
citations
afffundunlabeled
The Value of ETF Liquidity
Marta Khomyn, Tālis J. Putniņš, Marius Zoican
2024· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Consumption Imputation Errors in Administrative Data
Scott Baker, Lorenz Kueng, Steffen Meyer, Michaela Pagel
2021· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
How is Liquidity Priced in Global Markets?
Ines Chaieb, Vihang R. Errunza, Hugues Langlois
2020· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
17
citations
afffundunlabeled
Risk Management Failures
Matthieu Bouvard, Samuel Lee
2019· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Freeze-Out Mergers
Elif Dalkır, Mehmet Dalkır, Doron Levit
2018· article· en· Review of Financial Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
12
citations
afffundunlabeled
Dissecting Corporate Culture Using Generative AI
Kai Li, Feng Mai, Rui Shen, Chelsea Yang, Tengfei Zhang
2025· article· en· Review of Financial Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Group-Managed Real Options
Lorenzo Garlappi, Ron Giammarino, Ali Lazrak
2021· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
TRANSACTIONS ACCOUNTS AND LOAN MONITORING
Loretta J. Mester, Leonard I. Nakamura, Micheline Renault
2005· preprint· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affunlabeled
Adverse Selection and Climate Risk: A Response to
Michael LaCour‐Little, Andrey D. Pavlov, Susan M. Wächter
2023· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Illiquidity Premia in the Equity Options Market
Peter Christoffersen, Ruslan Goyenko, Kris Jacobs, Mehdi Karoui
2017· preprint· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
The Blockchain Folk Theorem
Bruno Biais, Christophe Bisière, Matthieu Bouvard, Catherine Casamatta
2018· preprint· en· Review of Financial Studies· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
CAPM-Based Company (Mis)valuations
Olivier Dessaint, Jacques Olivier, Clemens A. Otto, David Thesmar
2020· preprint· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
Finance, Advertising, and Race
Claire Célérier, Purnoor Tak
2025· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Foreign Exchange Volume
Giovanni Cespa, Antonio Gargano, Steven Riddiough, Lucio Sarno
2021· preprint· en· Review of Financial Studies· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
1
citations
affunlabeled
How Should Performance Signals Affect Contracts?
Pierre Chaigneau, Alex Edmans, Daniel Gottlieb
2021· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Missing Novelty in Drug Development
Joshua Krieger, Danielle Li, Dimitris Papanikolaou
2021· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Option Auctions
Terrence Hendershott, Saad Ali Khan, Ryan Riordan
2025· article· en· Review of Financial Studies· Decision Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
fundaboutno affunlabeled
Does Career Risk Deter Potential Entrepreneurs?
Joshua D. Gottlieb, Richard Townsend, Ting Xu
2021· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Who Is Afraid of BlackRock?
Massimo Massa, David Schumacher, Yan Wang
2020· preprint· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
The Persistence of Miscalibration
Michael Boutros, Itzhak Ben‐David, John R. Graham, Campbell R. Harvey, John W. Payne
2025· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Dynamic Mean-Variance Asset Allocation
Suleyman Basak, Georgy Chabakauri
2010· preprint· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
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