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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 10 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
External Corporate Governance and Misreporting
William R. Baber, Sok‐Hyon Kang, Lihong Liang, Zinan Zhu
2015· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communicationconsensus · none
51
citations
venueno affunlabeled
Forecasting Risk in Earnings
Theodosia Konstantinidi, Peter F. Pope
2015· article· en· Contemporary Accounting Research· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
51
citations
venueno affunlabeled
The Materiality of Accounting Errors: Evidence from SEC Comment Letters
Andrew A. Acito, Jeffrey J. Burks, W. Bruce Johnson
2018· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
51
citations
venueno affunlabeled
Further Evidence on Consequences of Debt Covenant Violations
Yu Gao, Mozaffar Khan, Liang Tan
2017· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+sts+scholarly_communication+insufficient_payloadconsensus · none
49
citations
venueno affunlabeled
Short Sellers and Long‐Run Management Forecasts
Xia Chen, Qiang Cheng, Ting Luo, Heng Yue
2019· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
49
citations
venueno affunlabeled
Auditing and the Purification of Blame
Peter Skærbæk, Mark Christensen
2014· article· en· Contemporary Accounting Research· Social Sciences
distilled prediction:candidate · stsconsensus · none
47
citations
venueno affunlabeled
Accounting Recognition, Moral Hazard, and Communication*
Pierre Jinghong Liang
2000· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
46
citations
venueno affunlabeled
Financial statement adequacy and firms' <scp>MD&amp;A</scp> disclosures
Stephen Brown, Lisa A. Hinson, Jennifer Wu Tucker
2023· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
46
citations
venueno affunlabeled
Customer Franchise—A Hidden, Yet Crucial, Asset
Massimiliano Bonacchi, Kalin S. Kolev, Baruch Lev
2014· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
46
citations
venueno affunlabeled
CEO Compensation and Stakeholders' Claims*
Alka Arora, Pervaiz Alam
2005· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
45
citations
afffundvenueaboutunlabeled
Auditing and the Development of the Modern State
Clinton Free, Vaughan S. Radcliffe, Crawford Spence, Mitchell Stein
2019· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
45
citations
venueno affunlabeled
Information, Illiquidity, and Cost of Capital
Richard A. Lambert, Robert E. Verrecchia
2014· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
45
citations
venueno affunlabeled
Is Audit Committee Equity Compensation Related to Audit Fees?*
Xinming Liu, Gerald J. Lobo, Hung‐Chao Yu
2020· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
44
citations
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