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Record W4409457151 · doi:10.62381/p243701

The Application and Improvement of Australian Insolvent Trading Regime

2024· article· en· W4409457151 on OpenAlexaboutno aff

Bibliographic record

VenuePhilosophy and social science. · 2024
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicCorporate Insolvency and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsInsolvencyBusinessFinancial systemFinance

Abstract

fetched live from OpenAlex

According to the relevant provisions of the Corporations Act 2001, it can be concluded that Australia takes a type of “conservative” attitude to insolvent businesses. In other words, the law discourages directors from taking any actions that may create new debts for the company in the event of insolvency. The purpose of this regime is to make sure the legitimate interests of the creditors are protected to the maximum extent, and the specific approach is to restrict the various actions of the debtors, thereby avoiding the debtors` continuous obstruction of the realization of the claims. It should be admitted that this system could secure the interests of the creditors from a series possible infringement by debtors. However, at the same time, this regulation also has some corresponding defaults. On the one hand, the content of this regulation is not flexible enough for the balance between legal rights and obligations; on the other hand, this regime itself completely restricts the ability of the directors, as well as the companies (especially the SMEs as the debtor) to operate during insolvency, which is inconsistent with the reality in Australia. Moreover, the current provisions are not conductive to the realization of the creditors` interests. Therefore, based on the above issues, this essay compares Australia`s insolvent trading provisions with the relevant regulations of other countries, and concludes that in order to improve the Australia`s insolvent trading regime, it is worthwhile to refer to New Zealand`s “Reckless Trading” provisions and Canada`s “Oppression Remedy” system.

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)0.003
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.167
Threshold uncertainty score0.332

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.003
Scholarly communication0.0040.001
Open science0.0020.002
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0030.001

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 head0.026
GPT teacher head0.249
Teacher spread0.223 · 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 designTheoretical or conceptual
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

Citations0
Published2024
Admission routes1
Has abstractyes

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