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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 7 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
Debt Financing and Accounting Conservatism in Private Firms
In‐Mu Haw, Jay Junghun Lee, Woo‐Jong Lee
2013· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
81
citations
venueno affunlabeled
Assessing Tax Risk: Practitioner Perspectives
Stevanie S. Neuman, Thomas C. Omer, Andrew Schmidt
2019· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
80
citations
venueno affunlabeled
Are Fundamentals Priced in the Bond Market?*
Inder K. Khurana, K. K. Raman
2003· article· en· Contemporary Accounting Research· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
79
citations
venueno affunlabeled
Earnings Management: Do Firms Play “Follow the Leader”?
Brian Bratten, Jeff L. Payne, Wayne B. Thomas
2015· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
79
citations
venueno affunlabeled
Social Networks Analysis in Accounting and Finance*
Pietro A. Bianchi, Monika Causholli, Miguel Minutti‐Meza, Valbona Sulcaj
2022· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · none
77
citations
venueno affno abstractunlabeled
Extent of ABC Use and Its Consequences*
Adam S. Maiga, Fred A. Jacobs
2008· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
76
citations
venueno affunlabeled
Do Securities Class Actions Deter Misreporting?
Justin Hopkins
2017· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
75
citations
venueno affunlabeled
Corporate Risk Management and Hedge Accounting*
Argyro Panaretou, Mark B. Shackleton, Paul A. Taylor
2011· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
73
citations
venueno affunlabeled
Tax Incidence and Tax Avoidance*
Scott Dyreng, Martin Jacob, Xu Jiang, Maximilian A. Müller
2022· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
73
citations
venueno affunlabeled
Does Tax Planning Affect Analysts' Forecast Accuracy?
Jere R. Francis, Stevanie S. Neuman, Nathan J. Newton
2019· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
73
citations
affvenueaboutunlabeled
Market Structure and Audit Fees: A Local Analysis*
Sati P. Bandyopadhyay, Jennifer L. Kao
2004· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
73
citations
venueno affunlabeled
Geographic Peer Effects in Management Earnings Forecasts*
Dawn A. Matsumoto, Matthew Serfling, Sarah Shaikh
2022· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
72
citations
venueno affunlabeled
EBITDA and Managers' Investment and Leverage Choices
Oded Rozenbaum
2017· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communicationconsensus · none
72
citations
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