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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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Managerial Auditing Journal
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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.

62 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
62 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 62 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 62 of 62 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The determinants of audit report lag: a meta-analysis
2018· article· en· Managerial Auditing Journal· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
162
citations
affunlabeled
Audit quality and COVID-19 restrictions
2022· article· en· Managerial Auditing Journal· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · none
79
citations
affaboutunlabeled
Audit committee characteristics and tax aggressiveness
2019· article· en· Managerial Auditing Journal· Business, Management and Accounting
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
77
citations
affaboutunlabeled
Auditors general's universe revisited
2008· article· en· Managerial Auditing Journal· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
67
citations
affunlabeled
Generic audit of management systems: fundamentals
2000· article· en· Managerial Auditing Journal· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
65
citations
aboutno affunlabeled
Corporate governance and compliance with IFRS 7
2020· article· en· Managerial Auditing Journal· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
35
citations
affunlabeled
Culture and corporate voluntary reporting
2009· article· en· Managerial Auditing Journal· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communicationconsensus · none
32
citations
aboutno affunlabeled
Internal auditing in the Americas
2011· article· en· Managerial Auditing Journal· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
30
citations
affunlabeled
Audit negotiations
2018· article· en· Managerial Auditing Journal· Business, Management and Accounting
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
10
citations
affunlabeled
Auditee’s payout policies: does audit quality matter?
2022· article· en· Managerial Auditing Journal· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
9
citations
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