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Record W2807018579 · doi:10.1002/iir.1313

‘No Evil is Without Good’: A Comparative Analysis of Pre‐pack Sales in the UK and the Netherlands

2018· article· en· W2807018579 on OpenAlexvenueno aff
Alexandra Kastrinou, Stef Vullings

Bibliographic record

VenueInternational Insolvency Review · 2018
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicCorporate Insolvency and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsCreditorTransparency (behavior)RestructuringVariety (cybernetics)BusinessLaw and economicsPerspective (graphical)Process (computing)Computer scienceEconomicsLawPolitical scienceFinanceDebt

Abstract

fetched live from OpenAlex

Abstract In the last decade or so, the pre‐pack has been widely endorsed as a significant rescue tool across a range of European jurisdictions. Although the seamless prepack can prove to be a very attractive method of affecting a corporate restructuring, a variety concerns nevertheless arise primarily due to the lack of transparency of the process. The aim of this article is to provide an overview of the pre‐pack process in two different jurisdictions commonly regarded as creditor‐friendly, namely, the UK and the Netherlands. In addition, the aim of the article is to offer a comparative analysis of the approach taken in these two jurisdictions towards the pre‐pack, with particular regard placed on the perspective of secured creditors. Copyright © 2018 INSOL International and John Wiley & Sons, Ltd.

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)0.001
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.631
Threshold uncertainty score0.546

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.045
GPT teacher head0.317
Teacher spread0.272 · 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 designObservational
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

Citations3
Published2018
Admission routes1
Has abstractyes

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