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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 Mathematics and Economics
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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.

213 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.
213 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 213 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 213 of 213 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Mortality derivatives and the option to annuitise
Moshe A. Milevsky, S. David Promislow
2001· article· en· Insurance Mathematics and Economics· Social Sciences
distilled prediction:candidate · noneconsensus · none
330
citations
affno abstractunlabeled
Optimal reinsurance under VaR and CTE risk measures
Jun Cai, Ken Seng Tan, Chengguo Weng, Yi Zhang
2008· article· en· Insurance Mathematics and Economics· Decision Sciences
distilled prediction:candidate · noneconsensus · none
270
citations
afffundno abstractunlabeled
Pricing exotic options under regime switching
Phelim Boyle, Thangaraj Draviam
2006· article· en· Insurance Mathematics and Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
134
citations
affno abstractunlabeled
Multivariate risk model of phase type
Jun Cai, Haijun Li
2005· article· en· Insurance Mathematics and Economics· Decision Sciences
distilled prediction:candidate · noneconsensus · none
76
citations
afffundno abstractunlabeled
On two dependent individual risk models
Hélène Cossette, Patrice Gaillardetz, Étienne Marceau, Jacques E. Rioux
2002· article· en· Insurance Mathematics and Economics· Decision Sciences
distilled prediction:candidate · noneconsensus · none
71
citations
affno abstractunlabeled
Prices and sensitivities of Asian options: A survey
Phelim Boyle, Alexander Potapchik
2007· article· en· Insurance Mathematics and Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
69
citations
affno abstractunlabeled
Individual loss reserving using paid–incurred data
Mathieu Pigeon, Katrien Antonio, Michel Denuit
2014· article· en· Insurance Mathematics and Economics· Decision Sciences
distilled prediction:candidate · noneconsensus · none
50
citations
afffundno abstractunlabeled
On minimizing drawdown risks of lifetime investments
Xinfu Chen, David Landriault, Bin Li, Dongchen Li
2015· article· en· Insurance Mathematics and Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
36
citations
afffundno abstractunlabeled
Minimax pricing and Choquet pricing
Zengjing Chen, Reg Kulperger
2006· article· en· Insurance Mathematics and Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
32
citations

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