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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
Evidence
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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 26 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 affunlabeled
Assurance et diversification
P. Gougeon
2009· article· fr· L Actualité économique· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
SEI Investments Co.
2007· article· en· Mergent s Dividend Achievers· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Insurance Cycles, Spanning and Regulation
Arthur Hogan, David Nickerson
2019· article· en· Journal of Economics and Public Finance· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Cash Holding, Rollover Risk and M&A
Zhiyao Chen, Dirk Hackbarth, Jarrad Harford, Yuxin Luo
2022· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Insurance design and arson-type risks
Jean‐Gabriel Lauzier
2024· preprint· en· Annals of Actuarial Science· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Recovering Value
Deborah Hicks Midanek, Mario Forte, Gary M. Katz, Povl Jorgensen
2004· article· en· The Journal of Private Equity· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Fidelity National Financial, Inc.
2004· article· en· Mergent s Dividend Achievers· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Ændringsregler i længerevarende kontrakter
Ole Hansen
2014· book· da· Research at the University of Copenhagen (University of Copenhagen)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affaboutno abstractunlabeled
Development of Caissassurance in Quebec
François Joly
2002· article· en· The Geneva Papers on Risk and Insurance Issues and Practice· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Data breach liabilities of company directors
Steve Wright, Ezgi Pilavci
2021· article· en· Journal of data protection & privacy.· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Insurance Regulation in the United States and Abroad
2006· report· en· University of North Texas Digital Library (University of North Texas)· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
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