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Record W2084143830 · doi:10.7202/042456ar

La survie des entreprises privées en difficulté au regard du droit international économique : le préjudice comme condition d'intervention de l'État

2005· article· en· W2084143830 on OpenAlexaffvenue
Ivan Bernier

Bibliographic record

VenueLes Cahiers de droit · 2005
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Labor and Employment Law
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsProtectionismPrejudice (legal term)Intervention (counseling)State (computer science)Political scienceWelfare economicsLaw and economicsLawInternational tradeEconomicsPsychology

Abstract

fetched live from OpenAlex

The present article examines, in the light of recent trends in international economic law, the various means offered to States for protecting their industries threatened by imports. What comes out most clearly from this inquiry is the growing importance of the concept of prejudice as a legal justification for State protectionism, a development which, if not obvious, is nevertheless changing in depth the original structure of the General Agreement on Tarifs and Trade. Among other consequences, this tendency to make State intervention dependent upon a finding of serious prejudice favors the development, at the national level, of quasi-judicial organs specialised in the field of international trade, each with their own distinct interpretation of what constituted a prejudice and of the link of causality required to justify limiting imports. Such a development, however dangerous it may be to international trade, offers at least a minimum of transparency as far as State protectionism is concerned and can simply not be ignored by private enterprises.

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)0.004
metaresearch head score (Gemma)0.017
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.030
Threshold uncertainty score0.059

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.017
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0020.003
Scholarly communication0.0050.006
Open science0.0000.002
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0100.001

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 head0.017
GPT teacher head0.276
Teacher spread0.260 · 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
Published2005
Admission routes2
Has abstractyes

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Same venueLes Cahiers de droitSame topicInternational Labor and Employment LawFrench-language works237,207