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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 Organizations and Society
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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.

64 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.
64 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 64 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 64 of 64 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The language of US corporate environmental disclosure
Charles H. Cho, Robin W. Roberts, Dennis M. Patten
2009· article· en· Accounting Organizations and Society· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
820
citations
affno abstractunlabeled
Accounting and the global fight against corruption
Jeff Everett, Dean Neu, Abu Shiraz Rahaman
2006· article· en· Accounting Organizations and Society· Business, Management and Accounting
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
254
citations
affno abstractunlabeled
Agency conflicts and auditing in private firms
Ole‐Kristian Hope, John Christian Langli, Wayne B. Thomas
2012· article· en· Accounting Organizations and Society· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
199
citations
affno abstractunlabeled
Accounting and networks of corruption
Dean Neu, Jeff Everett, Abu Shiraz Rahaman, Daniel E. Martínez
2012· article· en· Accounting Organizations and Society· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
196
citations
affno abstractunlabeled
Happy analysts
Ole‐Kristian Hope, Congcong Li, An‐Ping Lin, MaryJane Rabier
2020· article· en· Accounting Organizations and Society· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
32
citations
affno abstractunlabeled
Audit partner ethnicity and salient audit phenomena
Gopal V. Krishnan, Zvi Singer, Jing Zhang
2023· article· en· Accounting Organizations and Society· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
30
citations
afffundno abstractunlabeled
Bureaucratic discretion and contracting outcomes
Matthew Boland, David Godsell
2020· article· en· Accounting Organizations and Society· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
19
citations
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