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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
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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 2 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 Equilibrium with Liquidity Constraints
Jérôme Detemple, Ángel Serrat
2003· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
96
citations
affunlabeled
Ambiguity, Volatility, and Credit Risk
Patrick Augustin, Yehuda Izhakian
2019· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
94
citations
affunlabeled
SEO Risk Dynamics
Murray Carlson, Adlai J. Fisher, Ron Giammarino
2010· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
92
citations
affunlabeled
Competition, Markups, and Predictable Returns
Alexandre Corhay, Howard Kung, Lukas Schmid
2020· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
82
citations
affunlabeled
Pricing Credit Default Swaps with Observable Covariates
Hitesh Doshi, Jan Ericsson, Kris Jacobs, Stuart M. Turnbull
2013· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
80
citations
affunlabeled
Repossession and the Democratization of Credit
Juliano Assunção, Efraim Benmelech, Fernando S. S. Silva
2013· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
79
citations
affunlabeled
Opportunistic Proposals by Union Shareholders
John G. Matsusaka, Oguzhan Ozbas, Irene Yi
2018· article· en· Review of Financial Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
71
citations
affunlabeled
Director Appointments: It Is Who You Know
Jay Cai, Tu Nguyen, Ralph A. Walkling
2021· article· en· Review of Financial Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
70
citations
affunlabeled
High Inflation: Low Default Risk and Low Equity Valuations
Harjoat Singh Bhamra, Christian Dorion, Alexandre Jeanneret, Michael Weber
2022· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
64
citations
affunlabeled
Duration-Based Valuation of Corporate Bonds
Jules H. van Binsbergen, Yoshio Nozawa, Michael Schwert
2024· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
56
citations
affunlabeled
Labor Force Demographics and Corporate Innovation
François Derrien, Ambrus Kecskés, Phuong‐Anh Nguyen
2022· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
44
citations
affunlabeled
Fiscal Cyclicality and Currency Risk Premia
Zhengyang Jiang
2021· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
40
citations
affunlabeled
Can Corporate Debt Foster Innovation and Growth?
Thomas Geelen, Jakub Hajda, Erwan Morellec
2021· article· en· Review of Financial Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
36
citations
affunlabeled
Priority Spreading of Corporate Debt
Dominique C. Badoer, Evan Dudley, Christopher M. James
2019· article· en· Review of Financial Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
36
citations
fundno affunlabeled
Private Contracting, Law and Finance
Graeme G. Acheson, Gareth Campbell, John D. Turner
2019· article· en· Review of Financial Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Portfolio Pumping and Managerial Structure
Saurin Patel, Sergei Sarkissian
2020· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
28
citations
affunlabeled
Owners’ Portfolio Diversification and Firm Investment
Evgeny Lyandres, Maria‐Teresa Marchica, Roni Michaely, Roberto Mura
2019· article· en· Review of Financial Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Measuring Sovereign Bond Market Integration
Ines Chaieb, Vihang R. Errunza, Rajna Gibson Brandon
2019· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
24
citations
affunlabeled
Acquiring Innovation under Information Frictions
Murat Alp Celik, Xu Tian, Wenyu Wang
2022· article· en· Review of Financial Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
22
citations
afffundunlabeled
Gender Stereotypes and Entrepreneur Financing
Camille Hébert
2025· article· en· Review of Financial Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Beta Risk in the Cross-Section of Equities
Ali Boloorforoosh, Peter Christoffersen, Mathieu Fournier, Christian Gouriéroux
2019· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Robust Stochastic Discount Factors
Phelim Boyle, Shui Feng, Weidong Tian, Tan Wang
2007· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
19
citations
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