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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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Auditing, Earnings Management, Governance
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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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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.

3,740 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.
3,740 works in the cohort · of 4,299,418page 2 of 75

Labels cover 11 of 3,740 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 3,740 of 3,740 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Discretionary Accounting Accruals, Managers' Incentives, and Audit Fees*
Ferdinand A. Gul, Charles J.P. Chen, Judy Tsui
2003· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
463
citations
aboutno affunlabeled
Audit Quality and Auditor Reputation: Evidence from Japan
Douglas J. Skinner, Suraj Srinivasan
2012· article· en· The Accounting Review· Business, Management and Accounting
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
444
citations
affno abstractunlabeled
Empirical Research on Accounting Choice
Thomas D. Fields, Thomas Z. Lys, Linda Vincent
2001· article· en· SSRN Electronic Journal· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
430
citations
affvenueunlabeled
Readability of 10‐K Reports and Stock Price Crash Risk
Chansog Kim, Ke Wang, Liandong Zhang
2018· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
429
citations
venueno affunlabeled
Auditor Tenure and the Ability to Meet or Beat Earnings Forecasts*
Larry R. Davis, Billy S. Soo, Gregory M. Trompeter
2009· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communicationconsensus · none
403
citations
venueno affunlabeled
Does Earnings Quality Affect Information Asymmetry? Evidence from Trading Costs*
Nilabhra Bhattacharya, Hemang Desai, Kumar Venkataraman
2012· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · scholarly_communication
403
citations
aboutno affunlabeled
Equity Vesting and Investment
Alex Edmans, Vivian W. Fang, Katharina Lewellen
2017· article· en· Review of Financial Studies· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
372
citations
venueno affunlabeled
Office Size of Big 4 Auditors and Client Restatements
Jere R. Francis, Paul N. Michas, Michael D. Yu
2012· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
350
citations
aboutno affunlabeled
The Accrual Anomaly: International Evidence
Morton Pincus, Shivaram Rajgopal, Mohan Venkatachalam
2007· article· en· The Accounting Review· Business, Management and Accounting
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
343
citations
affno abstractunlabeled
Good disclosure, bad disclosure
Itay Goldstein, Liyan Yang
2018· article· en· Journal of Financial Economics· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
336
citations
affunlabeled
Causal Inference in Accounting Research
Ian D. Gow, David F. Larcker, Peter Reiss
2016· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaresearch
333
citations
venueno affno abstractunlabeled
Reducing Restatements with Increased Industry Expertise*
Chen‐Lung Chin, Hsin‐Yi Chi
2009· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
330
citations
affvenueunlabeled
How Are Earnings Managed? An Examination of Specific Accruals*
Carol A. Marquardt, Christine I. Wiedman
2004· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communicationconsensus · none
321
citations
afffundvenueunlabeled
Analyst Report Readability
Gus De Franco, Ole‐Kristian Hope, Dushyantkumar Vyas, Yibin Zhou
2013· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
308
citations
affunlabeled
Cross-Listing Audit Fee Premiums: Theory and Evidence
Jong‐Hag Choi, Jeong‐Bon Kim, Dan A. Simunic
2009· article· en· The Accounting Review· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
306
citations
affunlabeled
Voluntary Audits versus Mandatory Audits
Clive S. Lennox, Jeffrey Pittman
2011· article· en· The Accounting Review· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
294
citations
venueno affunlabeled
Common Institutional Ownership and Earnings Management*
Santhosh Ramalingegowda, Steven Utke, Yong Yu
2020· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
285
citations
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