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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 6 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
Insuring catastrophes and the role of governments
M. Martin Boyer, Charles Nyce
2013· article· en· Natural hazards and earth system sciences· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Asset Risk Management of Participating Contracts
Carole Bernard, Olivier Le Courtois
2012· article· en· Asia-Pacific Journal of Risk and Insurance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
8
citations
aboutno affunlabeled
The Law of Secured Finance
Pau Ali
2002· book· en· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
affno abstractunlabeled
Competing Risks in Hedge Fund Lifetimes
Fabrice Douglas Rouah
2006· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
8
citations
afffundno abstractunlabeled
Optimal reinsurance subject to Vajda condition
Yichun Chi, Chengguo Weng
2013· article· en· Insurance Mathematics and Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
afffundunlabeled
Harmonic analysis in value at risk calculations
Claudio Albanese, Luis Seco
2001· article· en· Revista Matemática Iberoamericana· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
Stock Market Short-Termism
Kim M. Willey
2019· book· en· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
7
citations
affno abstractunlabeled
Corporate financialization and litigation risk
Li Yang, Xiaorong Lin, Xingfan Lei, Ji Ge, Jingyi Guo, Wenxin Xia
2024· article· en· Finance research letters· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affunlabeled
Securitizing pandemic‐risk insurance
Lorilee Medders, Steven L. Schwarcz
2022· article· en· Risk Management and Insurance Review· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
venueno affunlabeled
Gestion des risques : histoire, définition et critique
Georges Dionne
2013· article· fr· Assurances et gestion des risques· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
7
citations
affunlabeled
An Analysis of Portfolios of Insured Debts
Michel Gendron, Van Son Lai, Issouf Soumaré
2006· article· en· The Journal of Fixed Income· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Building Financial Resilience
Jerry Buckland
2018· book· en· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
afffundno abstractunlabeled
A characterization of CAT bond performance indices
Denis‐Alexandre Trottier, Van Son Lai, Frédéric Godin
2018· article· en· Finance research letters· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
afffundunlabeled
Insurance with heterogeneous preferences
Tim J. Boonen, Fangda Liu
2022· article· en· Journal of Mathematical Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
6
citations

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