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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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Review of Accounting and Finance
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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.

46 results · 1 filter active ·
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20022025
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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.
46 works in the cohort · of 4,299,418page 1 of 1

Labels cover 1 of 46 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 46 of 46 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affgemma · bibliometricsgpt · bibliometricsmodels split
A bibliometric analysis of political connections literature
Fatma Ahmed, Khaled Hussainey
2023· article· en· Review of Accounting and Finance· Business, Management and Accounting
distilled prediction:candidate · bibliometricsconsensus · bibliometrics
23
citations
afffundaboutunlabeled
Disclosure quantity and the efficiency of price discovery
Dennis Y. Chung, Karel Hrazdil, Nattavut Suwanyangyuan
2016· article· en· Review of Accounting and Finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
12
citations
affunlabeled
Auditor distraction and audit quality
C. Janie Chang, Yutao Li, Yan Luo
2022· article· en· Review of Accounting and Finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Does CEO compensation suppress employee wages?
Rachel Graefe-Anderson, Unyong Pyo, Baoqi Zhu
2018· article· en· Review of Accounting and Finance· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Accounting for transferring financial assets
Flora Niu
2007· article· en· Review of Accounting and Finance· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Excess volatility and closed‐end fund discounts
Michael Bleaney, R. Todd Smith
2013· article· en· Review of Accounting and Finance· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
1
citations

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