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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 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.

affaffiliation
fundfunder
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.

74 results · 1 filter active ·
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20012025
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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.
74 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 74 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 74 of 74 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Managerial Empire Building and Firm Disclosure
Ole‐Kristian Hope, Wayne B. Thomas
2008· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
688
citations
affunlabeled
A Measure of Competition Based on 10‐K Filings
Feng Li, Russell J. Lundholm, Michael Minnis
2012· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
414
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
affunlabeled
Auditor Choice in Politically Connected Firms
Omrane Guedhami, Jeffrey Pittman, Walid Saffar
2013· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
324
citations
affunlabeled
Tax Aggressiveness and Accounting Fraud
Clive S. Lennox, Petro Lisowsky, Jeffrey Pittman
2012· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
298
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
affunlabeled
Corporate Investments: Learning from Restatements
Art Durnev, Claudine Mangen
2009· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
221
citations
affunlabeled
Dividend Payouts and Information Shocks
Luzi Hail, Ahmed Tahoun, Clare Wang
2014· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
181
citations
affunlabeled
Do Joint Audits Improve or Impair Audit Quality?
Mingcherng Deng, Tong Lü, Dan A. Simunic, Minlei Ye
2014· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
124
citations
affunlabeled
The Informational Role of Bond Analysts
Gus De Franco, Florin P. Vasvari, Regina Wittenberg-Moerman
2009· article· en· Journal of Accounting Research· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
119
citations
afffundaboutunlabeled
Renewable Governance: Good for the Environment?
Alexander Dyck, Karl V. Lins, Lukas Roth, Mitch Towner, Hannes F. Wagner
2022· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · stsconsensus · none
114
citations
afffundunlabeled
Buy‐Side Analysts and Earnings Conference Calls
Michael J. Jung, M.H. Franco Wong, Frank Zhang
2017· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · none
105
citations
affunlabeled
Financial Reporting and Employee Job Search
NAN LI, Frank Zhou
2023· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
84
citations
aboutno affunlabeled
How Much New Information Is There in Earnings?
Ray Ball, Lakshmanan Shivakumar
2008· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
75
citations
affno abstractunlabeled
The Benefits of Financial Statement Comparability
Gus De Franco, S.P. Kothari, Rodrigo S. Verdi
2011· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
74
citations
affunlabeled
Disagreement and the Cost of Capital
Robert J. Bloomfield, Paul E. Fischer
2010· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
62
citations
affunlabeled
How is Earnings News Transmitted to Stock Prices?
Vincent Grégoire, Charles Martineau
2021· article· en· Journal of Accounting Research· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
40
citations

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