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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
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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.

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 5 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
How good are banks at managing business risk?
Chris Cooper
2000· article· en· Balance Sheet· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
4
citations
venueno affunlabeled
What Drives Derivatives: An Indian Perspective
Abhimanyu Sahoo, Seshadev Sahoo
2020· article· en· Journal of risk and financial management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
The Theory of Risk
Alyson Kettles, Phil Woods
2009· other· en· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
aboutno affunlabeled
Derivative Practices in Australian and Canadian Industries
Franziska Wolf, Terry Boulter, Sukanto Bhattacharya
2017· article· en· Review of Pacific Basin Financial Markets and Policies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Mesure intégrée du risque dans les organisations
Benoit A. Aubert
2004· article· fr· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
Number Two Executives: Bottom‐Up Monitoring
Zhichuan Li
2025· article· en· Journal of Business Finance &amp Accounting· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
aboutno affunlabeled
Asymmetric foreign exchange exposure: a sector analysis
Lee Kian Lim
2011· article· en· Chan, F., Marinova, D. and Anderssen, R.S. (eds) MODSIM2011, 19th International Congress on Modelling and Simulation.· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · 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
affno abstractunlabeled
Downside Variance Risk Premium
Bruno Feunou, Mohammad R. Jahan‐Parvar, Cédric Okou
2015· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · 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
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
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
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
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