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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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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.
1,424 works in the cohort · of 4,299,418page 6 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
What Drives Investor Response to CSR Performance Reports?
Andrés Guiral, Doocheol Moon, Hun‐Tong Tan, Yao Yu
2019· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
99
citations
venueno affunlabeled
Expanded Auditor's Report Disclosures and Loan Contracting*
Vlad‐Andrei Porumb, Yasemin Karaibrahimoglu, Gerald J. Lobo, Reggy Hooghiemstra, Dick de Waard
2021· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communicationconsensus · none
97
citations
venueno affunlabeled
Earnings Non‐Synchronicity and Voluntary Disclosure
Guojin Gong, Laura Yue Li, Ling Zhou
2012· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
94
citations
venueno affunlabeled
Stakeholder Orientations and Cost Management
Xiaotao Liu, Xiaoxia Liu, Colin D. Reid
2017· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
93
citations
venueno affgemma · no categorygpt · no categorymodels agree
Audit Firm Tenure, Bank Complexity, and Financial Reporting Quality
Brian Bratten, Monika Causholli, Thomas C. Omer
2018· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
92
citations
venueno affunlabeled
Founder Succession and Accounting Properties*
Joseph P. H. Fan, T.J. Wong, Tianyu Zhang
2011· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
92
citations
venueno affunlabeled
Tax Reporting Behavior Under Audit Certainty
Benjamin C. Ayers, Jeri K. Seidman, Erin Towery
2018· article· en· Contemporary Accounting Research· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
91
citations
venueno affunlabeled
Outsourcing and Audit Risk for Internal Audit Services*
Dennis Caplan, Michael Kirschenheiter
2000· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
90
citations
venueno affunlabeled
Auditor Fees and Fraud Firms
Ariel Markelevich, Rebecca L. Rosner
2012· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
89
citations
venueno affunlabeled
Measuring Real Activity Management
Daniel Cohen, Shail Pandit, Charles E. Wasley, Tzachi Zach
2019· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
89
citations
venueno affunlabeled
Generalist<scp>CEOs</scp>and Credit Ratings*
Zhiming Ma, Lufei Ruan, Danye Wang, Haiyan Zhang
2020· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
85
citations
venueno affno abstractunlabeled
Management Turnover Following Auditor Resignations*
Krishnagopal Menon, David D. Williams
2008· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
85
citations
venueno affunlabeled
Financial Reporting Quality and Labor Investment Efficiency
Boochun Jung, Woo‐Jong Lee, David P. Weber
2013· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
83
citations
venueno affunlabeled
Common institutional ownership and stock price crash risk
Shenglan Chen, Hui Ma, Qiang Wu, Hao Zhang
2023· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
83
citations
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