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Record W2035728806 · doi:10.1108/13590790310808727

Preventing corporate failure: the Cadbury Committee’s corporate governance report

2002· article· en· W2035728806 on OpenAlexaboutno aff
Mohammed B. Hemraj

Bibliographic record

VenueJournal of Financial Crime · 2002
Typearticle
Languageen
FieldSocial Sciences
TopicLegal principles and applications
Canadian institutionsnot available
Fundersnot available
KeywordsAccountingAudit committeeCorporate governanceStock exchangeAuditEnforcementBusinessChief audit executiveInternal auditFinanceJoint auditLawPolitical science

Abstract

fetched live from OpenAlex

Describes the 19‐point code of corporate governance produced in 1991 by the Cadbury Committee, which was set up by the Stock Exchange, the Financial Reporting Council and the accounting profession; the aim was to improve the standard of corporate governance in Britain. Outlines its narrow terms of reference, which were to spread the boardroom practices of the best run companies to the rest, rather than to reform practice; the main issues covered were board responsibilities, directors’ qualifications, audit rotation, audit committee and auditor liability. Lists the Confederation of British Industry’s reasons for rejecting some of its proposals, proposals rejected by the Committee itself, general criticisms of the report, and Canadian reaction to it as expressed in the Toronto Stock Exchange committee report. Concludes that the Code, though voluntary and lacking enforcement power, is likely to impact on auditors, upon whom it relies as watchdogs to alert the public, especially as it criticises them for charging high consultancy fees.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.017
metaresearch head score (Gemma)0.043
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.413
Threshold uncertainty score0.820

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.043
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0030.002
Science and technology studies0.0080.006
Scholarly communication0.0110.003
Open science0.0020.005
Research integrity0.0120.008
Insufficient payload (model declined to judge)0.0060.002

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.068
GPT teacher head0.288
Teacher spread0.221 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations25
Published2002
Admission routes1
Has abstractyes

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