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Record W2996994860 · doi:10.1002/iir.1381

A snapshot of company voluntary arrangements: Success, failure and proposals for reform

2020· article· en· W2996994860 on OpenAlexvenueno aff
Peter Walton, Christopher Umfreville, Lézelle Jacobs

Bibliographic record

VenueInternational Insolvency Review · 2020
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicCorporate Insolvency and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsInsolvencyReputationSnapshot (computer storage)TurnoverBusinessAccountingPublic relationsPublic administrationEconomicsFinancePolitical scienceLawManagement

Abstract

fetched live from OpenAlex

Abstract Company Voluntary Arrangements (CVAs) are designed to be used in the UK to rescue a company as a going concern. They are under used in practice and have a reputation for high failure rates. This article, based upon a longer report funded by the UK insolvency profession, considers the nature of success or failure of CVAs. It considers empirical evidence to identify the weak points of CVAs in practice. It looks at quantitative data as well as taking into account views of practitioners and other stakeholders. Key elements of the CVA procedure are considered in light of recent national reform proposals and approaches and reforms internationally. Domestic reforms in the Netherlands and South Africa are considered to determine whether any lessons might be learnt from other jurisdictions. Recommendations are made including changes to the suggested amendments to the legal framework and to professional practice guidance.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.785
Threshold uncertainty score0.601

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.041
GPT teacher head0.265
Teacher spread0.224 · 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 teacher head, 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

Citations6
Published2020
Admission routes1
Has abstractyes

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