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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.

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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 9 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Income Tax Return Scams and Identity Theft
Richard G. Brody, Christine M. Haynes, Héctor Javier Herrera Mejía
2014· article· en· Accounting and Finance Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Auditors and Relationship Banking
Timothy Hinkel
2019· article· en· Accounting and Finance Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Distressed Firms and Dividend Reductions
Steven C. Hall, Vipin Agrawal, Pushpa Agrawal
2019· article· en· Accounting and Finance Research· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
User Awareness on the Implementation of Digital Service Tax in Malaysia
Ida Suriya Ismail, Nuridayu Binti Yunus, Farazila Rita Binti Abd Jamil, Mohamad Aidil Bin Mohamad Jalani, Mohd Zakwan Bin Abdul Latiff
2023· article· en· Accounting and Finance Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
The Emergence of Growth Equity as a Private Class of Asset
Ananth Seetharaman, Shriram Nagarajan, Nitin Patwa, Farah Naaz, Ami Metha
2018· article· en· Accounting and Finance Research· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Synopsis of the Accounting Research in Hellas
Yiannis Yiannoulis
2021· article· en· Accounting and Finance Research· Business, Management and Accounting
machine prediction:candidate · bibliometricsconsensus · none
0
citations
venueno affunlabeled
Pension Accounting Treatment: A Review of the Literature
Augustine C. Arize, Ioannis N. Kallianiotis, John Malindretos, Denise Stabile, Demetri Tsanacas
2017· review· en· Accounting and Finance Research· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
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