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Record W309537213

Varieties of Regional Integration: The European Union, NAFTA and Mercosur

2006· article· en· W309537213 on OpenAlexaff
Francesco Duina

Bibliographic record

VenueSSRN Electronic Journal · 2006
Typearticle
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsConvergence (economics)Regional tradeInternational tradeEuropean unionMember statesRegional integrationPolitical scienceClosing (real estate)Variation (astronomy)International economicsEconomyEconomicsFree tradeLawEconomic growth
DOInot available

Abstract

fetched live from OpenAlex

The closing of the twentieth century witnessed the proliferation of regional trade areas: a reinvigorated EU became one of almost 170 integration efforts. The first comparative analyses have suggested that these RTAs, despite sharing broadly similar objectives, are remarkably different projects. This article contributes to these works by examining two under-explored dimensions of variation: the laws of RTAs and how organizations - in particular interest groups, businesses and national administrations - have adjusted to their new legal environments. The article then suggests that the observable variation is likely to endure: the legal systems of RTAs reflect institutional realities in the member states, especially local legal traditions and power arrangements. The analysis focuses on the EU, NAFTA and Mercosur, using evidence from three realms: working women, dairy products and labour rights. The article concludes with some reflections on cross-RTA trade and the possibility of future convergence, competitiveness and the function of regulation in RTAs.

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: Empirical
Teacher disagreement score0.044
Threshold uncertainty score0.087

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0030.006
Scholarly communication0.0040.003
Open science0.0010.004
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.009
GPT teacher head0.242
Teacher spread0.233 · 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

Citations0
Published2006
Admission routes1
Has abstractyes

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