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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 9 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
Auditor Responses to Shareholder Activism
Feng Guo, Chenxi Lin, Adi Masli, Michael S. Wilkins
2020· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
60
citations
affvenueno abstractunlabeled
Accounting Conservatism and the Temporal Trends in Current Earnings’ Ability to Predict Future Cash Flows versus Future Earnings: Evidence on the Trade‐off between Relevance and Reliability*
Sati P. Bandyopadhyay, Changling Chen, Alan Guoming Huang, Ranjini Jha
2010· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · none
60
citations
venueno affunlabeled
Are Audit Firms' Compensation Policies Associated with Audit Quality?
Jürgen Ernstberger, Christopher Koch, Eva Maria Schreiber, Greg Trompeter
2019· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
58
citations
venueno affunlabeled
Lenders’ Response to Peer and Customer Restatements
Rebecca Files, Umit G. Gurun
2017· article· en· Contemporary Accounting Research· Economics, Econometrics and Finance
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
58
citations
venueno affunlabeled
Do Clients’ Enterprise Systems Affect Audit Quality and Efficiency?
Morton Pincus, Feng Tian, Patricia Wellmeyer, Sean Xin Xu
2017· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
58
citations
venueno affunlabeled
Improving Complex Audit Judgments: A Framework and Evidence*†
Emily E. Griffith, Kathryn Kadous, Donald Young
2020· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
57
citations
venueno affunlabeled
CEO Inside Debt and Accounting Conservatism
Cong Wang, Fei Xie, Xiangang Xin
2017· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
57
citations
venueno affunlabeled
Auditor judgment in the fourth industrial revolution
Rita Samiolo, Crawford Spence, Dorothy Toh
2023· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
56
citations
venueno affunlabeled
Auditors' Fee Premiums and Low‐Quality Internal Controls*
Gil S. Bae, Seung Uk Choi, Phillip T. Lamoreaux, Jae Eun Lee
2020· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
56
citations
venueno affunlabeled
Peer Effects among Financial Analysts
Truc Do, Huai Zhang
2019· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
54
citations
venueno affunlabeled
The Settlement Norm in Audit Legal Disputes: Insights from Prominent Attorneys
Eldar Maksymov, Jeffrey S. Pickerd, D. Jordan Lowe, Mark E. Peecher, Andrew Reffett, Dain C. Donelson
2019· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
54
citations
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