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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.

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 20 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

venueno affno abstractunlabeled
10.1016/s1553-3212(12)70085-7
2000· article· en· Time to knit· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Alexandria Real Estate Equities, Inc.
2008· article· en· Mergent s Dividend Achievers· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Assurance biens des entreprises
Intact
2018· article· fr· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Statistics in Insurance
Steve Drekic
2025· book-chapter· en· International Encyclopedia of Statistical Science· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
An Optional Semimartingales Approach to Risk Theory
Mahdieh Aminian Shahrokhabadi, Alexander Melnikov, Andrey Pak
2024· preprint· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Credit Monitoring and Compliance
Terence M. Yhip, Bijan M. D. Alagheband
2020· book-chapter· en· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
La réassurance, cette méconnue
Rémi Moreau
2003· article· fr· Assurances et gestion des risques· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Management Forecasts and Litigation Risk *
Stephen Brown, Stephen A. Hillegeist, Kin Lo
2024· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s1553-3212(10)70146-1
2000· article· en· Time to knit· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Second Workshop on Insurance Mathematics
Arthur Charpentier
2012· article· en· OpenEdition (OpenEdition)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
An Analytic Formula for the Delta of Variance Swap
Benoit Coulombe, Alexander Marini, Ararat Yesayan
2008· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Equitable Insurance Premium Schemes
Walter Bossert, Marc Fleurbaey
2000· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Mergers and Default Risk
Craig Furfine, Richard J. Rosen
2006· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Case against Company Stock in 401(k)s
Alex Brill
2013· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Bowley solution of a variance game in insurance
Wenjun Jiang, Xiaoqing Liang, Virginia R. Young
2025· article· en· Scandinavian Actuarial Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
RISK AND RETURN DETERMINANTS OF US INSURERS
Li Zhang, Norma Nielson, Joseph D. Haley
2019· article· en· ˜The œinternational journal of business and finance research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
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