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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.

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
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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.

114 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.
114 works in the cohort · of 4,299,418page 2 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
Maximum likelihood estimation of the equity premium
Efstathios Avdis, Jessica A. Wachter
2017· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
60
citations
afffundno abstractunlabeled
Blockholder voting
Heski Bar‐Isaac, Joel Shapiro
2019· article· en· Journal of Financial Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
56
citations
affno abstractunlabeled
Share issuance and cash savings☆
R. David McLean
2010· article· en· Journal of Financial Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
53
citations
affno abstractunlabeled
Heterogeneous preferences and equilibrium trading volume
Tony Berrada, Julien Hugonnier, Marcel Rindisbacher
2006· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
41
citations
affno abstractunlabeled
Fire-sale risk in the leveraged loan market
Redouane Elkamhi, Yoshio Nozawa
2022· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
40
citations
fundno affno abstractunlabeled
Portfolio rebalancing in general equilibrium
Miles Kimball, Matthew D. Shapiro, Tyler Shumway, Jing Zhang
2019· article· en· Journal of Financial Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
33
citations
affno abstractunlabeled
Inflation and Disintermediation
Isha Agarwal, Matthew Baron
2024· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
Capital budgeting, uncertainty, and misallocation
Ben Charoenwong, Yosuke Kimura, Alan Kwan, Eugene Tan
2024· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
Asset life, leverage, and debt maturity matching
Thomas Geelen, Jakub Hajda, Erwan Morellec, Adam Winegar
2024· article· en· Journal of Financial Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
20
citations
affno abstractunlabeled
Banks funding, leverage, and investment
Alessandro Barattieri, Laura Moretti, Vincenzo Quadrini
2021· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
20
citations
aboutno affno abstractunlabeled
Portfolio pumping in mutual fund families
Pingle Wang
2024· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
20
citations
affno abstractunlabeled
Should investors learn about the timing of equity risk?
Michael Hasler, Mariana Khapko, Roberto Marfè
2018· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
17
citations
afffundunlabeled
The retail execution quality landscape
Anne Haubo Dyhrberg, Andriy Shkilko, Ingrid M. Werner
2025· article· en· Journal of Financial Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Asset pricing with unforeseen contingencies☆
Alan Kraus, Jacob S. Sagi
2006· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
11
citations
afffundno abstractunlabeled
The risk and return of equity and credit index options
Hitesh Doshi, Jan Ericsson, Mathieu Fournier, Sang Byung Seo
2024· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Policy News and Stock Market Volatility
Nicholas Bloom, Steven J. Davis, Kyle Kost
2019· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
8
citations
fundno affno abstractunlabeled
Block trade contracting
Markus Baldauf, Christoph Frei, Joshua Mollner
2024· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Bank consolidation and uniform pricing
João Granja, Nuno Paixão
2025· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Q: Risk, rents, or growth?
Alexandre Corhay, Howard Kung, Lukas Schmid
2025· article· en· Journal of Financial Economics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
3
citations

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