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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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The Accounting Review
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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.

affaffiliation
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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.

175 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.
175 works in the cohort · of 4,299,418page 4 of 4

Labels cover 0 of 175 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 175 of 175 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Bank Entry Barriers and Firms’ Risk-Taking
Sudipta Basu, Mahsa Kaviani, Hosein Maleki
2024· article· en· The Accounting Review· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Policy Uncertainty and Accounting Quality
Sadok El Ghoul, Omrane Guedhami, Yongtae Kim, Hyo Jin Yoon
2020· article· en· The Accounting Review· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
The World Price of Earnings Opacity
Utpal Bhattacharya, Hazem Daouk, Michael Welker
2003· preprint· en· The Accounting Review· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
3
citations
affunlabeled
Tax, Technology, and Craftsmanship
Vaughan S. Radcliffe, Crawford Spence, Mitchell Stein
2025· article· en· The Accounting Review· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
MARCH 2012 PLACEMENT ADS
2012· article· en· The Accounting Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
October 2022 Placement Ads
2022· article· en· The Accounting Review· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Accounting Standards and International Portfolio Holdings
Gwen Yu, Aida Sijamic Wahid
2014· preprint· en· The Accounting Review· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Book Reviews
Stephen A. Zeff
2014· article· en· The Accounting Review· Business, Management and Accounting
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Editorial Policy and Style Information
2004· article· en· The Accounting Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Reward Taxation, Reward Type, and Employee Effort
Tim Bauer, Aishwarrya Deore, Adam Presslee, Joanna Shaw
2025· article· en· The Accounting Review· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Investor Relations and Private Debt Markets
Kimball Chapman, Ruby Lee, Nayana Reiter, Christopher D. Williams
2025· article· en· The Accounting Review· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
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