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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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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
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.

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 10 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
Muni Disclosure: All talk and no trade?
Christine Cuny, Ken Li, Anya Nakhmurina, Edward M. Watts
2025· article· en· Journal of Accounting and Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
A Model for the Detection of Insurance Fraud
El-Bachir Belhadji, Georges Dionne, Faouzi Tarkhani
2001· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Hedging downside risk for REITs
Jian Zhou
2025· article· en· The North American Journal of Economics and Finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
A Characterization of CAT Bond Performance Indices
Denis‐Alexandre Trottier, Van Son Lai, Frédéric Godin
2018· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
2
citations
fundno affunlabeled
Pricing catastrophe options in incomplete markets
Arthur Charpentier
2008· article· en· OpenEdition (OpenEdition)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
venueaboutno affunlabeled
Lawyers in a Warming World
Carol Liao
2024· article· en· Alberta Law Review· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Are Health Insurance Markets Competitive
Leemore Dafny
2008· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
2
citations
affno abstractunlabeled
Machine Learning Driven Precise Automobile Insurance Claim Predictions
K. Logeswaran, S. Savitha, A. S. Sree Harshan, S. Suganraj, M. Dinesh Kumar, K. R. Prasanna Kumar +2 more
2025· book-chapter· en· Lecture notes in networks and systems· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Cataloguing the Marketplace of Assurance Services
Tim Bauer, J. Efrim Boritz, Krista Fiolleau, Bradley Pomeroy, Adam Vitalis, Pei Wang
2023· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Incentive Contracts and Downside Risk Sharing
Bernard Sinclair‐Désgagné, Sandrine Spaeter
2016· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
fundno affunlabeled
La Loi des Petits Nombres
Arthur Charpentier
2014· article· fr· OpenEdition (OpenEdition)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Risk Aversion and Insurance Propensity
Fabio Maccheroni, Mássimo Marinacci, Ruodu Wang, Qinyu Wu
2025· article· en· American Economic Review· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Portfolio Risk Assessment Using Risk Index
2021· book· en· World Bank, Washington, DC eBooks· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
2
citations
venueno affunlabeled
Security Risk Governance: A Critical Component to Managing Security Risk
Brian Allen, Timothy Kelly, Rachelle Loyear, Amy Poole, Adegbenro Awojulu, Andrew Kmetetz +5 more
2018· article· en· Journal of Applied Business and Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations

How this was built: Screen · Findings · About