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Record W2049175834 · doi:10.7202/043131ar

Le droit communautaire de la consommation : acquis et perspectives au regard de l'Europe de 1993

2005· article· fr· W2049175834 on OpenAlexvenueno aff
Thierry Bourgoignie

Bibliographic record

VenueLes Cahiers de droit · 2005
Typearticle
Languagefr
FieldBusiness, Management and Accounting
TopicLegal and Labor Studies
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

Au départ d'une analyse du rôle et de la situation du consommateur sur le marché, l'auteur expose les raisons fondamentales d'une politique de protection des consommateurs en général et les considérations qui justifient la définition d'une politique de protection des consommateurs au sein de la Communauté économique européenne en particulier. Les obstacles à l'élaboration et à la mise en oeuvre d'une telle politique sont décrits et les appréhensions liées à la priorité donnée à l'achèvement du marché intérieur européen au 31 décembre 1992 sont mises en évidence. Constatant les lacunes du travail accompli à ce jour à l'initiative des autorités européennes dans le domaine de la protection du consommateur, l'auteur suggère quelques pistes de réflexion et de réforme qui lui paraissent être les conditions selon lesquelles l'intégration économique européenne devrait s'avérer favorable aux consommateurs européens et être, dès lors, bien accueillie par eux.

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)0.002
metaresearch head score (Gemma)0.003
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 score0.080
Threshold uncertainty score0.158

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0040.005
Scholarly communication0.0090.003
Open science0.0000.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0060.000

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 head0.005
GPT teacher head0.219
Teacher spread0.214 · 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

Citations1
Published2005
Admission routes1
Has abstractyes

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Same venueLes Cahiers de droitSame topicLegal and Labor StudiesFrench-language works237,207