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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.

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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 13 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.

affno abstractunlabeled
Risk, Regulation, and Organizational Structure
David P. Stowell
2012· book-chapter· en· Elsevier eBooks· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Detecting Breaks in Trends by Trend-indicator Saturation
Jennifer Castle, Jurgen A. Doornik, David F. Hendry, Felix Pretis
2025· preprint· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · 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
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
affunlabeled
Circuit Breakers and the Tail Index of Equity Returns
John W. Galbraith, Serguei Zernov
2004· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
venueno affunlabeled
Les jeunes conducteurs : surprimes ou fidélisation ?
Olga A. Vasechko, Marie Odile Albizzati, Michel Grun-Réhomme
2009· article· fr· Assurances et gestion des risques· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · 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
aboutno affunlabeled
Actuarial Ratemaking in Agricultural Insurance
Wenjun Zhu
2015· dissertation· en· UWSpace (University of Waterloo)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · 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
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
affunlabeled
Les principaux marchés mondiaux d’assurance
Jean-François Outreville
2020· article· fr· Annales des Mines - Réalités industrielles· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
An AI-Enabled Valuation Framework for Digital Transformation in Investment Banking
Sharon Davidor, Omoize Fatimetu Dako, Priscilla Samuel Nwachukwu, Folake Ajoke Bankole, Tewogbade Lateefat
2024· article· en· International Journal of Scientific Research in Computer Science Engineering and Information Technology· Economics, Econometrics and Finance
distilled prediction:candidate · scholarly_communicationconsensus · none
1
citations
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
On Correlation Aversion and Insurance Demand
Christos I. Giannikos, Andreas Kakolyris, Tin Shan Suen
2024· article· en· Journal of risk and financial management· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1
citations
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