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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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Accounting and Finance 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.

affaffiliation
fundfunder
venuejournal
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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.

500 results · 1 filter active ·
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20042025
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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.
500 works in the cohort · of 4,299,418page 2 of 10

Labels cover 0 of 500 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 500 of 500 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Issues in Sustainability Accounting Reporting
Elena Becerra Muñoz, Lijuan Zhao, David C. Yang
2017· article· en· Accounting and Finance Research· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communicationconsensus · none
15
citations
affvenueunlabeled
Age, CEO Succession, and Risk Taking
Eahab Elsaid, Nancy D. Ursel
2012· article· en· Accounting and Finance Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
13
citations
venueno affunlabeled
Forensic Accounting Education in the UAE
M. Ganga Bhavani, Anupam Mehta
2018· article· en· Accounting and Finance Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
8
citations
venueno affunlabeled
Fraud and Performance of Deposit Money Banks
John Kwaku Mensah Mawutor, Augustine O. Enofe, Embele Kemebradikemor, Anayochukwu R. Ndu, Oluwaseyi E. Awodola
2019· article· en· Accounting and Finance Research· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
7
citations
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