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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
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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.

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 3 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.

affvenueunlabeled
Do Analysts Gain an Informational Advantage by Visiting Listed Companies?
Bing Han, Dongmin Kong, Shasha Liu
2017· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · scholarly_communication
283
citations
afffundno abstractunlabeled
Effects of national culture on earnings quality of banks
Kiridaran Kanagaretnam, Chee Yeow Lim, Gerald J. Lobo
2011· article· en· Journal of International Business Studies· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
274
citations
venueno affunlabeled
Board Gender Diversity, Auditor Fees, and Auditor Choice
Karen Lai, Bin Srinidhi, Ferdinand A. Gul, Judy Tsui
2017· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · none
269
citations
affno abstractunlabeled
Accounting and the global fight against corruption
Jeff Everett, Dean Neu, Abu Shiraz Rahaman
2006· article· en· Accounting Organizations and Society· Business, Management and Accounting
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
254
citations
affvenueunlabeled
Accounting Policy Disclosures and Analysts' Forecasts
Ole‐Kristian Hope
2003· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communicationconsensus · none
253
citations
venueno affunlabeled
Who Cares about Auditor Reputation?*
Jan Barton
2005· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
250
citations
venueno affunlabeled
Audit Committee Incentive Compensation and Accounting Restatements*
Deborah S. Archambeault, F. Todd DeZoort, Dana R. Hermanson
2008· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
234
citations
venueno affunlabeled
PCAOB Inspections: Public Accounting Firms on “Trial”
Kimberly D. Westermann, Jeffrey P. Cohen, Greg Trompeter
2018· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
232
citations
affunlabeled
Empirical Evidence on Jurisdictions that Adopt IFRS
Ole‐Kristian Hope, Justin Yiqiang Jin, Tony Kang
2006· article· en· Journal of International Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
229
citations
venueno affunlabeled
Accounting Comparability, Audit Effort, and Audit Outcomes
Joseph H. Zhang
2017· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
228
citations
affunlabeled
Do Managers Withhold Bad News?
S.P. Kothari, Susan Shu, Peter D. Wysocki
2008· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
225
citations
afffundno abstractunlabeled
Nonfinancial disclosures across Anglo-American countries
Sean W. G. Robb, Louise E.SingleMarilyn T. Zarzeski
2001· article· en· Journal of International Accounting Auditing and Taxation· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
225
citations
venueno affno abstractunlabeled
Analyst Following and Credit Ratings*
Mei Cheng, K.R. Subramanyam
2008· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+stsconsensus · none
225
citations
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