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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 1 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 Academic Response to Basel 3.5
Paul Embrechts, Giovanni Puccetti, Ludger Rüschendorf, Ruodu Wang, Antonela Beleraj
2014· article· en· Risks· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
256
citations
affunlabeled
Risk Management: History, Definition, and Critique
Georges Dionne
2013· article· en· Risk Management and Insurance Review· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
254
citations
affunlabeled
Are Health Insurance Markets Competitive?
Leemore Dafny
2010· article· en· American Economic Review· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
177
citations
aboutno affunlabeled
Measuring and Managing Credit Risk
Arnaud de Servigny, Olivier Renault
2004· book· en· Medical Entomology and Zoology· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
137
citations
affunlabeled
Competitive Insurance Markets with Two Unobservables
Michael Smart
2000· article· en· International Economic Review· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
114
citations
affno abstractunlabeled
A Model for the Detection of Insurance Fraud
El Bachir Belhadji, George Dionne, Faouzi Tarkhani
2000· article· en· The Geneva Papers on Risk and Insurance Issues and Practice· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
86
citations
affunlabeled
Economic Aspects of Securitization of Risk
Samuel H. Cox, Joseph Fairchild, Hal W. Pedersen
2000· article· en· Astin Bulletin· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
83
citations
venueno affunlabeled
The Demand for Reinsurance:Theory and Empirical Tests
James R. Garven, Joan Lamm Tennant
2003· article· en· Assurances et gestion des risques· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
80
citations
affno abstractunlabeled
Economic Effects of Risk Classification Bans
Georges Dionne, Casey Rothschild
2014· article· en· The Geneva Risk and Insurance Review· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
67
citations
affunlabeled
<scp>Hybrid Cat Bonds</scp>
Pauline Barrieu, Henri Loubergé
2009· article· en· Journal of Risk & Insurance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
57
citations
affunlabeled
The Strategic Role of Business Insurance
Juan Camilo Serpa, Harish Krishnan
2016· article· en· Management Science· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
54
citations
affno abstractunlabeled
Handbook of Insurance
Georges Dionne
2000· book· en· Hübner international series on risk, insurance, and economic security· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
53
citations
affno abstractunlabeled
The Costs and Benefits of Reinsurance
J. David Cummins, Georges Dionne, Robert M. Gagné, Abdelhakim Nouira
2008· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
50
citations
affno abstractunlabeled
Corporate insurance with optimal financial contracting
Bernard Caillaud, Georges Dionne, Bruno Jullien
2000· article· en· Economic Theory· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
50
citations
affno abstractunlabeled
Optimal risk transfers in insurance groups
Alexandru V. Asimit, Alexandru Badescu, Andreas Tsanakas
2013· article· en· European Actuarial Journal· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
50
citations

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