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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 17 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
Gestion du risque et introduction aux assurances
Joël Wagner, Michel Fuino
2022· book· fr· EPFL Press eBooks· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
US corporate debt distress will rise
2023· article· en· Emerald expert briefings· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Retained earnings, leverage, and business investment
Trevor W. Chamberlain
2004· article· en· International Advances in Economic Research· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Incentive Contracting Under Ambiguity Aversion
Qi Liu, Lei Lü, Bo Sun
2017· article· en· International Finance Discussion Paper· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Comparison of International Real Estate Valuation Standards
Aart Hordijk, Tom M. Berkhout, Sebastiaan Roggeveen
2018· article· en· 25th Annual European Real Estate Society Conference· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Classification on the German Credit Database
Arthur Charpentier
2016· article· en· OpenEdition (OpenEdition)· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Canadian Insurance Claims Directory 2013
2013· book· en· University of Toronto Press eBooks· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s1097-8690(12)70891-0
2000· article· en· Time to knit· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Lending to Keep the Lights On: Mortgages and Corporate Credit
Jakub Hajda, Luca X. Lin, Xinyan Yan, Tim Zhang
2024· preprint· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affunlabeled
Emerging AI Trends Shaping the Insurance Industry
Shyam Sunder Agrawal, Saloni Raheja, Nitin Goyal, Amanjot Singh Syan
2025· book-chapter· en· Advances in computational intelligence and robotics book series· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
The structure of equity risk models
Jason MacQueen
2007· article· en· ˜The œbusiness & management collection.· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Private Practice and Corporate Optometry Compared
Alphonse Carew
2008· article· en· Canadian journal of optometry/CJO. Canadian journal of optometry· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Rethinking Investment Risk
Mohammad Siddiquee
2025· preprint· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
venueno affunlabeled
Balancing the Basics
Mary G. Carey, Cathy Knowles
2020· book-chapter· en· Accounting· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Pooling Equilibria
Marcel Boyer, M. Martin Boyer
2004· other· en· Encyclopedia of Actuarial Science· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Distortion Risk Measures of Increasing Rearrangement
Joachim Paulusch, Thorsten Moser, A. N. Sulima
2024· article· en· Journal of risk and financial management· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Risk Assessment for Canadian Commercial Banks
Yumeizhu Cai
2023· article· en· Advances in Economics Management and Political Sciences· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Risk Limits, Metrics, and Models
Arwin G Zeissler, Andrew Metrick
2014· article· en· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Canada
2020· article· en· IMF Staff Country Reports· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Risques non usuels sur les biens d'entreprise
Intact
2018· article· fr· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Earthquake Forecast by Baron Munchausen
Serguei Bychkov
2023· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Issuance methods of government securities
David Goldreich
2009· article· en· ˜The œbusiness & management collection.· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
FIDIC claim analysis during COVID-19: lessons from Saudi Arabia
Abobakr Al-Sakkaf, Nehal Elshaboury, Abdullah Alqahtani, Ghasan Alfalah, A. Qasem, Othman Alshamrani
2025· article· en· Proceedings of the Institution of Civil Engineers - Smart Infrastructure and Construction· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations

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