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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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Insurance and Financial Risk Management
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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.

1,318 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.
1,318 works in the cohort · of 4,299,418page 14 of 27

Labels cover 1 of 1,318 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 1,318 of 1,318 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
An analytic formula for the delta of variance swap
Benoit Coulombe, Alexander Marini, Ararat Yesayan
2009· article· en· Wilmott Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
An Emerging Credit Risk Framework
Eleftherios Vlachostergios
2020· article· en· International Journal of Economics and Finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
CRM and AI in Time of Crisis
Michelle Y. Lu, Navid Mojir
2021· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Reinsurance Demand and Liquidity Creation
Denise Desjardins, Georges Dionne
2017· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Disastrous Defaults
Christian Gouriéroux, Alain Monfort, Sarah Mouabbi, Jean‐Paul Renne
2020· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Safety accidents and mutual fund flows
Xuefeng Hu, Bochen Wu, Rong Xu, Yifan Zhou
2025· article· en· Journal of Economic Behavior & Organization· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Data as a Networked Asset
Bo Bian, Qiushi Huang, Li Ye, Huan Tang
2025· preprint· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
1
citations
affno abstractunlabeled
Optimal Insurance Contracts under Moral Hazard
Álvaro Parra, Ralph A. Winter
2024· book-chapter· en· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
venueno affunlabeled
Financial Management Overview
2020· article· en· Journal of Applied Business and Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Co-Margin: A System to Enhance Financial Stability
Jorge Cruz Lopez, Jeffrey H. Harris, Christophe Hurlin, Christophe Pérignon
2012· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Insurer Risk Management and Shareholder Wealth
George Blazenko, Gary Parker, Andrey D. Pavlov
2008· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Adverse Selection and Insurance
Michael Hoy, Esmond Lun
2017· other· en· Encyclopedia of Life Sciences· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1
citations
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