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Record W292880592

Antipodean Alignment: Impact of the Proposed Australian Consumer Law

2010· article· en· W292880592 on OpenAlexaboutno aff
Andrew Stumpff Morrison, Richard D. Abraham, Mary Sheargold

Bibliographic record

VenueDefense Counsel Journal · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicLegal principles and applications
Canadian institutionsnot available
Fundersnot available
KeywordsConsumer protectionCorporationCommissionLawPopulationCompetition (biology)LegislationCommon lawLegislatureEconomicsBusinessPolitical scienceLaw and economicsSociology
DOInot available

Abstract

fetched live from OpenAlex

WITH a population of some 21 million people, Australia is a small nation by global standards. However, by relative measures, the Australian economy is well developed and resilient. Out of sight perhaps, but not out of mind. Australia is a member of the G-20 (Group of Twenty Finance Ministers and Central Bank Governors). It houses four of the nine remaining AAA rated banks in the world. In fact, as the world economy sees glimmers of light after the global financial crisis, it seems that Australia has weathered that storm better than many. Amongst various indicia, increased consumer demand for products in Australia is expected to translate into increased opportunities for inbound international business. Australia also has a highly developed federal legal system and, in common with our North American allies, a strong social appetite for consumer litigation, including class actions. As governments here change their political stripes, so too have the prospects of regulatory reform shifted gears. Consumer protection is now high on the governmental agenda, and the legislative wheels are in motion. This article introduces the proposed Australian Consumer Law (ACL) to an international defense orientated audience. Australia's federal consumer watchdog, the Australian Competition and Consumer Commission (ACCC), has described the ACL as the biggest upheaval of Australia's consumer policy framework in more than 30 years. The changes which are contemplated will impact consumer and consumer orientated business transactions throughout the nation. They will also have implications for international ventures conducting business in Australia. In short, every foreign corporation that supplies, or intends to supply, consumer products and services to or within Australia ought to be aware of the widespread changes that the ACL appears set to deliver. A specific focus is the product safety provisions of the ACL. The current Commonwealth product safety provisions have not been updated comprehensively since they were introduced in 1986. Much has been made of the objective of harmonizing legislation across various Australian jurisdictions to reflect in existing domestic legislation. However, the marketplace is global and a key concern is whether we will, in fact, also take the opportunity to harmonize Australian product safety law with international best practice. As matters stand, it appears likely that Australia will take a conceptually similar but substantively different approach, with some material consequences. I. The Australian Legal System Australia shares common (law) antecedents with many former British colonies. However distance and cultural difference have shaped our law. It is useful initially to briefly outline Australia's legal system. Australia is a federation comprising six states and two self-governing territories. The Australian Constitution specifies a range of matters that are the responsibility of the Federal Government. The balance of legal matters remains the responsibility of State and Territory Governments. Australia's laws and legal system have their foundation in the common law of England, and its practices and procedures broadly reflect those of the Anglo-American common law world. While judgments of the House of Lords and the English Court of Appeal are persuasive authority, they are not binding on Australian courts. More recently, in developing Australia's laws, our courts have looked to the jurisprudence of other countries, particularly the superior courts of the United States and Canada, for guidance. Australia has both a federal court system and a hierarchy of courts in each of the States and Territories. In all cases, the ultimate appellate court is the High Court of Australia (HCA). Decisions of the HCA are binding on all other Australian courts. The HCA is also responsible for the determination of constitutional disputes, in the same way as the United States Supreme Court. …

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)0.010
metaresearch head score (Gemma)0.024
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.086
Threshold uncertainty score0.171

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.024
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0100.008
Scholarly communication0.0110.005
Open science0.0020.008
Research integrity0.0090.012
Insufficient payload (model declined to judge)0.0120.001

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 head0.021
GPT teacher head0.329
Teacher spread0.307 · 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

Citations0
Published2010
Admission routes1
Has abstractyes

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