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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.

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.

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 7 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
Loan-commitment borrowing and performance-sensitive debt
Sudipto Sarkar, Chuanqian Zhang
2015· article· en· Review of Quantitative Finance and Accounting· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
6
citations
affvenueunlabeled
Credit Enhancement and Loan Default Risk Premiums
Chuang‐Chang Chang, Van Son Lai, Min‐Teh Yu
2002· article· en· Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration· Economics, Econometrics and Finance
distilled prediction:candidate · stsconsensus · sts
6
citations
affaboutunlabeled
A Theory of Credit Rating Criteria
Nan Guo, Steven Kou, Bin Wang, Ruodu Wang
2024· article· en· Management Science· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Optimal Dividend and Capital Structure with Debt Covenants
Etienne Chevalier, Vathana Ly Vath, Alexandre F. Roch
2020· article· en· Journal of Optimization Theory and Applications· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Segmented Arbitrage
Emil Siriwardane, Adi Sunderam, Jonathan Wallen
2022· report· en· National Bureau of Economic Research· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
affno abstractunlabeled
Robust Stochastic Games and Systemic Risk
Xuancheng Huang, Sebastian Jaimungal
2017· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Cash Flow Volatility and Corporate Bond Yield Spreads
Alan V. S. Douglas, Alan Guoming Huang, Kenneth R. Vetzal
2012· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
5
citations
afffundno abstractunlabeled
Uncertain tone, asset volatility and credit default swap spreads
Hitesh Doshi, Saurin Patel, Srikanth Ramani, Matthew Sooy
2023· article· en· Journal of Contemporary Accounting & Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
afffundno abstractunlabeled
Credit Value Adjustment with Market-implied Recovery
Pascal François, Weiyu Jiang
2018· article· en· Journal of Financial Services Research· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Default Risk, Default Risk Premiums, and Corporate Yield Spreads
Georges Dionne, Geneviève Gauthier, Khemais Hammami, Mathieu Maurice, Jean‐Guy Simonato
2006· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
4
citations
venueno affunlabeled
Firm Policies and Uncertainty About Risk
Adam Harper, Yilun Lu, Sumit Tembhurne
2025· article· en· Journal of risk and financial management· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
4
citations
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