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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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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
aboutaboutness

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 8 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.

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
affunlabeled
Estimation Adjusted VaR
Christian Gouriéroux, Jean‐Michel Zakoïan
2012· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
aboutno affunlabeled
Estimating Discount Rates
Aswath Damodaran
2012· other· en· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
A Duration Model for Defaultable Bonds
Gady Jacoby
2002· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Price Discovery in the Credit Markets
Andrey D. Pavlov, Eduardo S. Schwartz, Susan M. Wächter
2017· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Re-Mapping Credit Ratings
Alexander Eisl, Manuel Lingo, Hermann Elendner
2011· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
Credit Rating and Pricing: Poles Apart
Andreas Blöchlinger
2018· article· en· Journal of risk and financial management· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
3
citations
venueno affunlabeled
LA STRUCTURE PAR TERMEDES TAUX DE DÉFAUT ET RATINGS
Sandra Foulcher, Christian Gouriéroux, André Tiomo
2004· article· fr· Assurances et gestion des risques· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
Prepayment risk on callable bonds: theory and test
Pascal François, Sophie Pardo
2015· article· en· Decisions in Economics and Finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Saddlepoint Approximation
T. R. Hurd
2010· other· en· Encyclopedia of Quantitative Finance· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
Counterparty Credit Risk and American Options
Peter G. Klein, Jun Yang
2010· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
3
citations
affaboutunlabeled
Credit Migration and Derivatives Pricing Using Copulas
Bruno Rémillard, Debbie J. Dupuis, Tony Berrada, Nicolas Papageorgiou, Éric Jacquier
2005· article· en· Les Cahiers du GERAD· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
3
citations

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