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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
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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 2 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.

aboutno affunlabeled
OUTSIDE DIRECTOR LIABILITY
2006· article· en· RePEc: Research Papers in Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
41
citations
affno abstractunlabeled
Does Mandatory IFRS Adoption Affect Crash Risk?
2011· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
38
citations
fundno affunlabeled
Financial Bounds for Insurance Claims
2012· article· en· Journal of Risk & Insurance· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
34
citations
affno abstractunlabeled
Quantitative Financial Risk Management
2011· book· en· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
34
citations
aboutno affunlabeled
Mastering risk, volume 2: applications
2001· book· en· Figshare· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
30
citations
affunlabeled
<scp>S</scp><scp>OLVENCY</scp> A<scp>NALYSIS AND</scp> P<scp>REDICTION IN</scp> P<scp>ROPERTY</scp>–<scp>C</scp><scp>ASUALTY</scp> I<scp>NSURANCE</scp>: I<scp>NCORPORATING</scp> E<scp>CONOMIC AND</scp> M<scp>ARKET</scp> P<scp>REDICTORS</scp>
2013· article· en· Journal of Risk & Insurance· Economics, Econometrics and Finance
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+bibliometrics+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+metaepi_broad+sts+scholarly_communication+research_integrity
29
citations
affno abstractunlabeled
Self-Driving Contracts
2017· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
27
citations
affno abstractunlabeled
Digital Finance &amp;amp; Crisis
2020· article· en· SSRN Electronic Journal· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · none
25
citations
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