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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 8 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
How Quickly Do Firms Adjust to Optimal Levels of Tax Avoidance?
Jaewoo Kim, Sean T. McGuire, Steven Savoy, Ryan J. Wilson, Judson Caskey
2019· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
69
citations
venueno affunlabeled
Common Auditors and Private Bank Loans*
Jere R. Francis, Wei Wang
2020· article· en· Contemporary Accounting Research· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
68
citations
venueno affunlabeled
How Reliably Do Empirical Tests Identify Tax Avoidance?
Lisa De Simone, Jordan Nickerson, Jeri K. Seidman, Bridget Stomberg
2019· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
67
citations
venueno affunlabeled
Dividend Policy at Firms Accused of Accounting Fraud
Judson Caskey, Michelle Hanlon
2012· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
67
citations
venueno affunlabeled
Greater Reliance on Major Customers and Auditor Going‐Concern Opinions
Dan S. Dhaliwal, Paul N. Michas, Vic Naiker, Divesh S. Sharma
2019· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
65
citations
venueno affunlabeled
Auditor Quality and Debt Covenants
Ashok Robin, Qiang Wu, Hao Zhang
2016· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
65
citations
venueno affunlabeled
Career Concerns and Management Earnings Guidance
Suil Pae, Chang Joon Song, Andrew C. Yi
2015· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
64
citations
venueno affunlabeled
Corporate In‐house Tax Departments*
Xia Chen, Qiang Cheng, Travis Chow, Yanju Liu
2020· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
64
citations
fundvenueno affunlabeled
Information‐Processing Costs and Breadth of Ownership
Jeong‐Bon Kim, Bing Li, Zhenbin Liu
2018· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
64
citations
venueno affno abstractunlabeled
Accounting Conservatism, Aggregation, and Information Quality*
Qintao Fan, Xiaojun Zhang
2011· article· en· Contemporary Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · scholarly_communication
64
citations
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