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Record W3125533736 · doi:10.54648/cola2007113

The double-headed approach of the ECJ concerning consumer protection

2007· article· en· W3125533736 on OpenAlexaff
Angus Johnston, Hannes Unberath

Bibliographic record

VenueCommon Market Law Review · 2007
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicCorporate Governance and Law
Canadian institutionsTrinity College
Fundersnot available
KeywordsLawLegislatureLegislationTreatyConsumer protectionScope (computer science)Interpretation (philosophy)Common lawEconomic JusticePrecedentPolitical scienceBusinessEconomicsLaw and economics

Abstract

fetched live from OpenAlex

This article analyses the development of EC consumer law by looking in detail at the approach taken by the European Court of Justice in its case law in this field, and the impact that this had had upon national law in certain areas. It contends that the Court has taken contrasting approaches to the desirable extent of consumer protection laws, depending upon whether that protection derives from national laws which operate as derogations from the EC’s Treaty rules on the internal market or from positive legislative activity at EC level. In the former area, the Court has been unwilling to accept many such national consumer protection measures, regularly finding them not to be necessary for achieving the relevant goal or to be disproportionate to that end. In the latter area, however, the Court has consistently given an expansive interpretation to the provisions in the directives on consumer protection. The reasons behind this difference in approach are discussed and it is suggested that the Court’s support for more interventionist consumer protection measures when interpreting the scope of EC legislation sometimes fails in fact to secure the protection which the Court seems to require, or only does so at the cost of far-reaching effects upon other areas of law and practice in the relevant sectors. In conclusion, it is suggested that these differences relate to the Court’s perception of its function in interpreting and applying the primary rules of the EC Treaty, on the one hand, and in promoting the objectives of secondary law adopted under that Treaty, on the other. Two fundamentally conflicting policies are the result: free trade is the priority of primary legislation while interventionist consumer protection lies at the heart of the case law on secondary legislation. Yet the Court’s holdings merely point to a deeper-level tension in the fabric of the Community’s philosophy of market regulation.

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)0.011
metaresearch head score (Gemma)0.018
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 score0.027
Threshold uncertainty score0.060

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.018
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0080.026
Scholarly communication0.0170.006
Open science0.0030.006
Research integrity0.0270.018
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 head0.053
GPT teacher head0.254
Teacher spread0.201 · 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

Citations125
Published2007
Admission routes1
Has abstractyes

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