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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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Journal of Financial Economics
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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.

114 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.
114 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 114 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 114 of 114 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Monitoring: Which institutions matter?
2007· article· en· Journal of Financial Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1,916
citations
affno abstractunlabeled
Do liquidity measures measure liquidity?☆
2009· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
1,403
citations
affno abstractunlabeled
Managerial succession and firm performance
2004· article· en· Journal of Financial Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
806
citations
affno abstractunlabeled
Why constrain your mutual fund manager?
2004· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
558
citations
affno abstractunlabeled
Good disclosure, bad disclosure
2018· article· en· Journal of Financial Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
336
citations
affno abstractunlabeled
Ratings quality over the business cycle
2012· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
318
citations
affno abstractunlabeled
Endogenous liquidity in credit derivatives
2011· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
191
citations
aboutno affno abstractunlabeled
The price of variance risk
2016· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
187
citations
affno abstractunlabeled
Hedging labor income risk
2012· article· en· Journal of Financial Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
124
citations
affno abstractunlabeled
The social signal
2024· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
110
citations
affno abstractunlabeled
The cost and timing of financial distress
2012· article· en· Journal of Financial Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
102
citations
fundno affno abstractunlabeled
The real effects of credit default swaps
2017· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
75
citations
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