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Record W2268360709

Suppliers’ Duties to Report Product-Related Accidents under the New 'Australian Consumer Law': A Comparative Critique

2010· article· en· W2268360709 on OpenAlexaboutno aff
Luke Nottage

Bibliographic record

VenueSSRN Electronic Journal · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicLegal principles and applications
Canadian institutionsnot available
Fundersnot available
KeywordsObligationBusinessProduct (mathematics)ConfidentialityEuropean unionConsumer protectionLawPolitical scienceInternational tradeCommerce
DOInot available

Abstract

fetched live from OpenAlex

This paper offers a comparative critique of one of the few aspects of the new Australian Consumer Law (ACL) that had no counterpart in prior domestic or New Zealand law. ACL Part 3-3 Div 5 belatedly adds a new obligation on suppliers to notify regulators of certain consumer product related accidents. It had been more than a decade since the Australian Treasury first considered adding such disclosure obligations, which are now found among Australia’s main trading partners. Yet good information flows are essential for effective “responsive regulation”. A better information base, through mandatory reports on product safety related incidents, is critical for regulators credibly to issue public warnings and impose bans, recalls and mandatory safety or information standards – as provided under the rest of ACL Part 3-3 (largely restating the previous law). Unfortunately, the ACL’s new mandatory reporting requirements still do not meet contemporary best practice Two particularly acute problems are the narrow scope of reportable incidents, and the strict confidentiality obligations then imposed on regulators. Such deficiencies will leave problems not only for Australian consumers but also for consumers and suppliers of Australian products abroad, as overseas suppliers are increasingly subject to more demanding disclosure standards. Significant differences will also impede cross-border regulatory cooperation and harmonisation initiatives in consumer product safety. This article therefore compares the more expansive disclosure obligations found in several other jurisdictions, including the US, the European Union and Japan. It pays particular attention to the obligations recently set out in the Canada Consumer Product Safety Act 2010. Hopefully, Australian policy-makers will revisit the narrow scope of the ACL’s new reporting requirement as awareness grows about the requirements often now imposed abroad. Meanwhile, Australian regulators should actively use their powers under the new ACL, possibly in conjunction with agreements concluded with counterparts overseas, to improve consumer product safety outcomes in Australia.

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)0.037
metaresearch head score (Gemma)0.049
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 score0.137
Threshold uncertainty score0.273

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0370.049
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.004
Science and technology studies0.0070.022
Scholarly communication0.0130.011
Open science0.0040.007
Research integrity0.0110.012
Insufficient payload (model declined to judge)0.0040.001

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 head0.024
GPT teacher head0.361
Teacher spread0.337 · 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

Citations5
Published2010
Admission routes1
Has abstractyes

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