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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
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venuejournal
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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.

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 11 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
Risk Classification and Social Welfare
Michael Hoy
2005· preprint· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
venueno affunlabeled
Economic Security Management for Sustainable Planning
Kateryna Manuilova, Volodymyr Motornyy, Oleg Koval, Oleh Mykytyn, Yuriy Norchuk
2023· article· en· International Journal of Sustainable Development and Planning· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Security Risk Governance: A Critical Component to Managing Security Risk
Brian Allen, Timothy Kelly, Rachelle Loyear, Amy Poole, Adegbenro Awojulu, Andrew Kmetetz +5 more
2018· article· en· Journal of Applied Business and Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Risk Aversion and Insurance Propensity
Fabio Maccheroni, Mássimo Marinacci, Ruodu Wang, Qinyu Wu
2025· article· en· American Economic Review· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Manulife Financial Corp.
2007· article· en· Mergent s Dividend Achievers· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Index Insurance Design
Jinggong Zhang, Ken Seng Tan, Chengguo Weng
2018· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Managing Hedge Fund Liquidity Risks
Serge Darolles, Guillaume Roussellet
2024· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Emerging Risks: An Overview
Thomas Walker, Dieter Gramlich, Kalima Vico, Adele Dumont-Bergeron
2020· book-chapter· en· Palgrave studies in sustainable business in association with Future Earth· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Mixed Poisson Distributions
Harry H. Panjer
2014· other· en· Wiley StatsRef: Statistics Reference Online· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Survey of Other Financial Services Literature
Joseph C. Paradi, Herbert Sherman, Fai Keung Tam
2017· book-chapter· en· International series in management science/operations research/International series in operations research & management science· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+scholarly_communication+open_science+insufficient_payloadconsensus · sts
2
citations

How this was built: Screen · Findings · About