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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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Journal of 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.

74 results · 1 filter active ·
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20012025
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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.
74 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 74 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 74 of 74 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Causal Inference in Accounting Research
2016· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaresearch
333
citations
affunlabeled
Auditor Choice in Politically Connected Firms
2013· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
324
citations
affunlabeled
Tax Aggressiveness and Accounting Fraud
2012· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
298
citations
affunlabeled
Do Managers Withhold Bad News?
2008· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
225
citations
affunlabeled
Corporate Investments: Learning from Restatements
2009· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
221
citations
affunlabeled
Dividend Payouts and Information Shocks
2014· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
181
citations
affunlabeled
Do Joint Audits Improve or Impair Audit Quality?
2014· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
124
citations
affunlabeled
The Informational Role of Bond Analysts
2009· article· en· Journal of Accounting Research· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
119
citations
afffundunlabeled
Buy‐Side Analysts and Earnings Conference Calls
2017· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · none
105
citations
aboutno affunlabeled
How Much New Information Is There in Earnings?
2008· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
75
citations
affunlabeled
Disagreement and the Cost of Capital
2010· article· en· Journal of Accounting Research· Business, Management and Accounting
distilled prediction:candidate · metaresearchconsensus · none
62
citations
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