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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 2 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 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
venueno affunlabeled
Do Corporate Site Visits Impact Stock Prices?
Qiang Cheng, Fei Du, Brian Yutao Wang, Xin Wang
2018· article· en· Contemporary Accounting Research· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
289
citations
venueno affunlabeled
R&D Reporting Biases and Their Consequences*
Baruch Lev, Bharat Sarath, Theodore Sougiannis
2005· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
288
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
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
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
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
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
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
venueno affunlabeled
Nonaudit Services and Earnings Management: UK Evidence*
Michael J. Ferguson, Gim S. Seow, Danqing Young
2004· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
222
citations
affvenueunlabeled
Accounting Quality, Stock Price Delay, and Future Stock Returns*
Jeffrey L. Callen, Mozaffar Khan, Hai Lu
2011· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communicationconsensus · none
218
citations
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