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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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Credit Risk and Financial Regulations
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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.

847 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.
847 works in the cohort · of 4,299,418page 4 of 17

Labels cover 1 of 847 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 847 of 847 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Understanding the Behavior of Distressed Stocks
Yasser Boualam, João F. Gomes, Colin R. Ward
2017· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
17
citations
affno abstractunlabeled
Does media coverage affect credit rating change decisions?
H. Kent Baker, Shantanu Dutta, Samir Saadi, Ligang Zhong
2022· article· en· Journal of Banking & Finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Interest Rate Uncertainty and Sovereign Default Risk
Alok Johri, Shahed U. M. Khan, César Sosa‐Padilla
2020· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
17
citations
affunlabeled
CVA and Wrong-Way Risk
John C. Hull, Alan White
2012· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Time Varying Risk Premia in Corporate Bond Markets
Redouane Elkamhi, Jan Ericsson
2008· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
Corporate yield spreads and real interest rates
Jonathan A. Batten, Gady Jacoby, Rose C. Liao
2014· article· en· International Review of Financial Analysis· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
15
citations
venueno affunlabeled
Assessing Credit Risk in an Agricultural Loan Portfolio
Glenn D. Pederson, Lyubov Zech
2009· article· fr· Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
14
citations
affno abstractunlabeled
Accounting Information Releases and CDS Spreads
Redouane Elkamhi, Kris Jacobs, Hugues Langlois, Chayawat Ornthanalai
2012· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
A Filtering Model on Default Risk
Hidetoshi Nakagawa
2001· article· en· Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Discount Rate for Workout Recovery: An Empirical Study
Brooks Brady, Peter Chang, Peter Miu, Bogie Ozdemir, David Schwartz
2007· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Credit Derivatives and Earnings Announcements
George E. Batta, Jiaping Qiu, Fan Yu
2012· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Debt Maturity and the Leverage Ratcheting Effect
Hayne E. Leland, Dirk Hackbarth
2019· article· fr· Finance· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affno abstractunlabeled
An Analysis of Private Loan Guarantee Portfolios
Michel Gendron, Van Son Lai, Issouf Soumaré
2002· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Credit Spread Option Valuation under GARCH
Nabil Tahani
2006· article· en· The Journal of Derivatives· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Credit Spread Changes within Switching Regimes
Georges Dionne, Pascal François
2010· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Returns-Based Style Analysis of High-Yield Bonds
Dale L. Domian, William Reichenstein
2008· article· en· The Journal of Fixed Income· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Option-Based Credit Spreads
Christopher L. Culp, Yoshio Nozawa, Pietro Veronesi
2014· preprint· en· National Bureau of Economic Research· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
12
citations
affno abstractunlabeled
Global Business Cycles and Credit Risk
M. Hashem Pesaran, Björn-Jakob Treutler, Til Schuermann
2005· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
12
citations
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