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Record W406464811

Collier international business insolvency guide

2008· book· en· W406464811 on OpenAlexaboutno aff
Richard F. Broude

Bibliographic record

VenueLexisNexis eBooks · 2008
Typebook
Languageen
FieldBusiness, Management and Accounting
TopicCorporate Insolvency and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsInsolvencyBankruptcyLawPolitical scienceChinaPrincipal (computer security)European unionBusinessInternational trade
DOInot available

Abstract

fetched live from OpenAlex

A three-volume treatise examining the complex, but increasingly common, subject of cross-border insolvency and multi-jurisdictional bankruptcy. Volume one, Law of the United States, covers aspects of bankruptcy law and practice in the United States for understanding by attorneys who may not deal with US bankruptcy law on a daily basis. Coverage includes: the United States legal system; the principal provisions of the United States Bankruptcy Code; dealing with liquidation and reorganization; and the treatment of foreign insolvency cases in the United States. It also includes an appendix containing copies of significant international initiatives in the treatment of cross-border insolvencies, including the UNCITRAL Model Law and the EU Regulation on Proceedings. Volumes two and three, Insolvency Law of Selected Nations, contain 36 chapters. Each country-specific chapter explains the most significant issues germane with respect to the particular country, such as: general legal system; commercial law; dispute resolution mechanism; insolvency system; liquidation procedure; reorganization procedure; and handling of cross-border insolvencies. Countries covered include: Argentina; Ireland; Australia; Israel; Austria; Italy; Bahamas; Japan; Belgium; Korea; Brazil; Mexico; Canada; Netherlands; Czech Republic; New Zealand; Demark; Nigeria; European Union; Philippines; France; Poland; Germany; Russia; Hong Kong; Spain; Hungary; Thailand; India; Turkey; Indonesia; United Kingdom; China; Malaysia; and South Africa. This title is updated annually and the price quoted includes three months of updates.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.454
Threshold uncertainty score0.779

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.004
Science and technology studies0.0020.000
Scholarly communication0.0070.005
Open science0.0010.002
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.4540.443

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 head0.023
GPT teacher head0.215
Teacher spread0.192 · 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.

Study designNot applicable
Domainnot available
GenreOther

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

Citations0
Published2008
Admission routes1
Has abstractyes

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