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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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Review of Accounting Studies
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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
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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.

82 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.
82 works in the cohort · of 4,299,418page 2 of 2

Labels cover 0 of 82 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 82 of 82 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Born to behave: Home CEOs and financial misconduct*
Zicheng Lei, Dimitris Petmezas, P. Raghavendra Rau
2025· article· en· Review of Accounting Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
19
citations
affno abstractunlabeled
Does hedge fund activism improve investment efficiency?
Saikat Deb, Huu Nhan Duong, Amanjot Singh, Harminder Singh
2023· article· en· Review of Accounting Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
13
citations
fundno affunlabeled
On the tax efficiency of startup firms
Eric J. Allen, Jeffrey C. Allen, Sharat Raghavan, David H. Solomon
2022· article· en· Review of Accounting Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Filing speed, information leakage, and price formation
Jeffrey L. Callen, Ron Kaniel, Dan Segal
2022· article· en· Review of Accounting Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
11
citations
afffundunlabeled
CEO partisan bias and management earnings forecast bias
Michael D. Stuart, Jing Wang, Richard H. Willis
2024· article· en· Review of Accounting Studies· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
afffundunlabeled
Exposure to superstar firms and financial distress
Stephanie F. Cheng, Dushyantkumar Vyas, Regina Wittenberg-Moerman, Wuyang Zhao
2024· article· en· Review of Accounting Studies· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Real effects of auditor conservatism
Mahfuz Chy, Ole‐Kristian Hope
2021· article· en· Review of Accounting Studies· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
3
citations
affno abstractunlabeled
Regulatory spillover effects in OTC markets
Richard A. Cazier, Jianning Huang, Fuzhao Zhou
2023· article· en· Review of Accounting Studies· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Correction to: how pervasive is corporate fraud?
Alexander Dyck, Adair Morse, Luigi Zingales
2025· article· en· Review of Accounting Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations

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