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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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Contemporary Accounting Research
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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.

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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.

1,424 results · 1 filter active ·
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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.
1,424 works in the cohort · of 4,299,418page 5 of 29

Labels cover 5 of 1,424 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 1,424 of 1,424 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Public Company Audits and City‐Specific Labor Characteristics
Matthew J. Beck, Jere R. Francis, Joshua L. Gunn
2017· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
124
citations
venueno affno abstractunlabeled
Client Stock Market Reaction to PCAOB Sanctions Against a Big 4 Auditor*
Carol Callaway Dee, Ayalew Lulseged, Tianming Zhang
2010· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
121
citations
venueno affunlabeled
Learning by Doing and Audit Quality*
Paul J. Beck, Martin G. H. Wu
2006· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · none
119
citations
venueno affunlabeled
Accounting Restatements and External Financing Choices*
Xia Chen, Qiang Cheng, Alvis K. Lo
2012· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
118
citations
fundvenueno affunlabeled
Optimal Conservatism with Earnings Manipulation
Jeremy Bertomeu, Masako N. Darrough, Wenjie Xue
2016· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
114
citations
venueno affunlabeled
Future Nonaudit Service Fees and Audit Quality
Monika Causholli, Dennis J. Chambers, Jeff L. Payne
2013· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
113
citations
affvenueunlabeled
Production Efficiency and the Pricing of Audit Services*
Nicholas Dopuch, Mahendra Gupta, Dan A. Simunic, Michael T. Stein
2003· article· en· Contemporary Accounting Research· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
111
citations
venueno affunlabeled
Corporate Tax Aggressiveness and Insider Trading
Sung Gon Chung, Beng Wee Goh, Jimmy Lee, Terry Shevlin
2018· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · scholarly_communicationconsensus · none
110
citations
venueno affunlabeled
Quantification and Persuasion in Managerial Judgement*
Kathryn Kadous, Lisa Koonce, Kristy L. Towry
2005· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
108
citations
venueno affunlabeled
Labor Unions and Income Smoothing
Sophia Hamm, Boochun Jung, Woo‐Jong Lee
2017· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communicationconsensus · none
107
citations
venueno affno abstractunlabeled
Do Auditor‐Provided Nonaudit Services Improve Audit Effectiveness?*
Jennifer R. Joe, Scott D. Vandervelde
2007· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
107
citations
venueno affunlabeled
<scp>Non‐GAAP</scp> Earnings: A Consistency and Comparability Crisis?*
Dirk E. Black, Theodore E. Christensen, Jack T. Ciesielski, Benjamin C. Whipple
2021· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
107
citations
venueno affunlabeled
The Monitoring Effectiveness of Co‐opted Audit Committees
Cory A. Cassell, Linda A. Myers, Roy Schmardebeck, Jian Zhou
2018· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · none
107
citations
venueno affunlabeled
Credit Ratings and CEO Risk‐Taking Incentives
Yu Flora Kuang, Bo Qin
2012· article· en· Contemporary Accounting Research· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
106
citations
venueno affno abstractunlabeled
Insider Trading and Earnings Management in Distressed Firms*
Messod D. Beneish, Eric Press, Mark E. Vargus
2011· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
106
citations
venueno affno abstractunlabeled
<scp>CEO</scp> Equity Incentives and Audit Fees
Yongtae Kim, Haidan Li, Siqi Li
2014· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
102
citations
venueno affunlabeled
Gambling Attitudes and Financial Misreporting
Dane M. Christensen, Keith L. Jones, David G. Kenchington
2017· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communicationconsensus · none
102
citations
venueno affunlabeled
Moving the Conceptual Framework Forward: Accounting for Uncertainty
Richard Barker, Stephen H. Penman, Thomas J. Linsmeier, Stephen Cooper
2019· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
100
citations
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