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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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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
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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 4 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.

venueno affunlabeled
How Do Firms Manage Their Foreign Exchange Exposure?
Andreas Hecht, Niklas Lampenius
2023· article· en· Journal of risk and financial management· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
affunlabeled
Integrated information systems: SAS 94 and auditors
Jagdish Pathak, Mary R. Lind
2007· article· en· Journal of Corporate Accounting & Finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
6
citations
aboutno affunlabeled
Foreign exchange rate exposure: Evidence from Canada
Mohammad Al‐Shboul, Sajid Anwar
2013· article· en· Review of Financial Economics· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
citations
venueno affunlabeled
Financial Risk Management in SMEs: A New Conceptual Framework
René-Pascal van den Boom
2020· article· en· International Business Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
affno abstractunlabeled
A strategic approach to hedging and contracting
David Leonard Downie, Ed Nosal
2003· article· en· International Journal of Industrial Organization· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
4
citations
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
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