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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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Risk Management in Financial Firms
Retraction
Abstract
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Label agreement
Label status

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.

587 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.
587 works in the cohort · of 4,299,418page 6 of 12

Labels cover 2 of 587 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 587 of 587 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Social Construction of Risk: Evidence from UK Banks
Dominic Roberts, Ekililu Salifu
2023· article· en· Asia-Pacific Management Accounting Journal· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
2
citations
affunlabeled
Price Hedging with Local and Aggregate Quantity Risk
Jouahn Nam, Alan L. Tucker, Jason Zhanshun Wei
2005· article· en· The Journal of Derivatives· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
Financial Market Misconduct: A Bibliometric Perspective
Rosella Carè, Rabia Fatima
2024· article· en· European Financial Management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+bibliometrics+scholarly_communication+insufficient_payloadconsensus · bibliometrics+insufficient_payload
2
citations
venueno affunlabeled
How Financial Myopia Increases Corporate Risk
Robert J. Trent
2020· article· en· Journal of Applied Business and Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Asymmetric Systemic Risk
Radoslav Raykov, Consuelo Silva Buston
2022· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · sts+research_integrityconsensus · none
2
citations
affvenueunlabeled
Gestion des risques etgouvernance d’entreprise
Danielle Blanchard, Georges Dionne
2003· article· fr· Assurances et gestion des risques· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
On Risk Management Determinants: What Really Matters?
Georges Dionne, Thouraya Triki
2004· preprint· en· RePEc: Research Papers in Economics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
2
citations
affunlabeled
Derivatives securities: what they tell us
Jing Chen
2003· article· en· Quantitative Finance· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affunlabeled
Risk Oversight Practices: Two Success Stories
Ellen Hexter, Gregory Vainberg
2011· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Risk Management and Uncertainty
Zekai Chen, Nan He, Chengbo Zhang
2022· article· en· Advances in economics, business and management research/Advances in Economics, Business and Management Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · none
1
citations
aboutno affunlabeled
Hedging Foreign Currency Transaction Exposure
Benjamin L. Dow, David A. Kunz
2008· article· en· Journal of the International Academy of Case Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Employee Flight Risk and Capital Structure Decisions *
Sandy Klasa, Hernán Ortiz‐Molina, Maryam Fathollahi
2025· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
The Board of Directors In Risk Governance
James Greenhill
2006· article· en· Assurances et gestion des risques· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Industry: a poor record for whistle-blowers
Nancy F. Olivieri, Morteza Mahmoudi
2023· letter· en· Nature· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
1
citations
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How this was built: Screen · Findings · About