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Record W655559811 · doi:10.7202/703456ar

La libéralisation des échanges mondiaux et le respect des règles fondamentales en matière sociale : un lien controversé (Note)

2005· article· en· W655559811 on OpenAlexaffvenue
Sophie Dufour

Bibliographic record

VenueÉtudes internationales · 2005
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Labor and Employment Law
Canadian institutionsUniversité de Sherbrooke
Fundersnot available
KeywordsSeriousnessPolitical scienceContext (archaeology)LiberalizationHumanitiesLawHistoryPhilosophy

Abstract

fetched live from OpenAlex

At the end of the Uruguay Round talks, the social dimension to world trade liberalization is still a subject of sharp controversy. The question has come up time and again over the last fifty years, particularly in response to certain American initiatives. It never could provide common ground for the interests of all parties present on the international stage. The possibility of agreeing on its raison d'être has seemed, from that point on, impossibly vain. In a context of increasingly deeper economic integration, in which trade liberalization is not inconsequential to domestic industries, the seriousness of the worker protection issue is no longer debatable. The idea of linking the opening of markets to respect for certain basic social standards seems both unavoidable to some and unacceptable to others. The following article casts a retrospective look on the debates raised during the last few decades over what is now commonly called the "social clause".

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.880
Threshold uncertainty score0.940

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.030
GPT teacher head0.339
Teacher spread0.309 · 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 teacher head, 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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