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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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Review of Financial Studies
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Retraction
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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.

140 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.
140 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 140 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 140 of 140 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
High-Frequency Trading and Price Discovery
2014· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1,198
citations
affunlabeled
Capital Structure and Debt Structure
2010· article· en· Review of Financial Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
701
citations
affunlabeled
Labor Protection and Leverage
2014· article· en· Review of Financial Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
412
citations
aboutno affunlabeled
Equity Vesting and Investment
2017· article· en· Review of Financial Studies· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
372
citations
affunlabeled
Expected Returns in Treasury Bonds
2015· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
272
citations
affaboutunlabeled
Mispricing of S&P 500 Index Options
2008· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
182
citations
affunlabeled
Bank Debt and Corporate Governance
2008· article· en· Review of Financial Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
133
citations
affunlabeled
Option Return Predictability
2021· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
119
citations
affunlabeled
The Factor Structure in Equity Options
2017· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
102
citations
affunlabeled
Arbitrage Portfolios
2020· article· en· Review of Financial Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
97
citations
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