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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 Accounting Auditing & Finance
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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.

83 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.
83 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 83 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 83 of 83 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Accounting Conservatism and Bankruptcy Risk
Gary C. Biddle, L. Z. Mary, Frank M. Song
2020· article· en· Journal of Accounting Auditing & Finance· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
103
citations
affunlabeled
Accounting Properties of Chinese Family Firms
Shujun Ding, Baozhi Qu, Zili Zhuang
2011· article· en· Journal of Accounting Auditing & Finance· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
97
citations
affunlabeled
Equity Incentives and Earnings Management
Qiang Cheng, Terry D. Warfield, Minlei Ye
2011· article· en· Journal of Accounting Auditing & Finance· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
85
citations
affunlabeled
Reactions to Dividend Changes Conditional on Earnings Quality
Michael B. Mikhail, Beverly R. Walther, Richard H. Willis
2003· article· en· Journal of Accounting Auditing & Finance· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
65
citations
affunlabeled
Investor Dissatisfaction toward Auditors
Barbara Sainty, Gary K. Taylor, David D. Williams
2002· article· en· Journal of Accounting Auditing & Finance· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
65
citations
affunlabeled
Earnings Surprises and the Cost of Equity Capital
Michael B. Mikhail, Beverly R. Walther, Richard H. Willis
2004· article· en· Journal of Accounting Auditing & Finance· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
57
citations
affunlabeled
A Variance Decomposition Primer for Accounting Research
Jeffrey L. Callen, Dan Segal
2010· article· en· Journal of Accounting Auditing & Finance· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communicationconsensus · none
52
citations
affunlabeled
Credit Risk and IFRS
Gauri Bhat, Jeffrey L. Callen, Dan Segal
2014· article· en· Journal of Accounting Auditing & Finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
42
citations
affunlabeled
Security Analyst Experience and Post-Earnings-Announcement Drift
Michael B. Mikhail, Beverly R. Walther, Richard H. Willis
2003· article· en· Journal of Accounting Auditing & Finance· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
33
citations
affunlabeled
Do Analysts’ Notes Provide New Information?
Gus De Franco, Ole‐Kristian Hope
2011· article· en· Journal of Accounting Auditing & Finance· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
31
citations
aboutno affunlabeled
Regulation Fair Disclosure and Analysts' First-Forecast Horizon
Surya Janakiraman, Suresh Radhakrishnan, Rafal Szwejkowski
2007· article· en· Journal of Accounting Auditing & Finance· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
27
citations
affunlabeled
Technical Inefficiency, Allocative Inefficiency, and Audit Pricing
Hsihui Chang, Yi-Ching Kao, Raj Mashruwala, Susan M. Sorensen
2017· article· en· Journal of Accounting Auditing & Finance· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communicationconsensus · none
23
citations
affunlabeled
Auditor Tenure and Quality of Financial Reporting
Ling Chu, Jie Dai, Ping Zhang
2016· article· en· Journal of Accounting Auditing & Finance· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
22
citations
affunlabeled
Accounting Conservatism and Firm Growth Financed by External Debt
Tony Kang, Gerald J. Lobo, Michael C. Wolfe
2015· article· en· Journal of Accounting Auditing & Finance· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communicationconsensus · none
21
citations
afffundunlabeled
CEO Optimism and Analyst Forecast Bias
M.H. Franco Wong, Frank Zhang
2014· article· en· Journal of Accounting Auditing & Finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Which Analysts Lead the Herd in Stock Recommendations?
Laurence Booth, Bin Chang, Jun Zhou
2014· article· en· Journal of Accounting Auditing & Finance· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
17
citations
affunlabeled
Who Benefits From IFRS Convergence in China?
Chao Chen, Edward Lee, Gerald J. Lobo, Jessie Y. Zhu
2017· article· en· Journal of Accounting Auditing & Finance· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communicationconsensus · none
14
citations
afffundunlabeled
Auditor Choice and the Informativeness of 10-K Reports
Karel Hrazdil, Dan A. Simunic, Nattavut Suwanyangyuan
2021· article· en· Journal of Accounting Auditing & Finance· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
13
citations
afffundunlabeled
Beauty and Accounting Academic Career
Yanju Liu, Hai Lu, Kevin Veenstra
2022· article· en· Journal of Accounting Auditing & Finance· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations

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