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Record W7080149030

Regional Trade Agreements, Prosperity and the Global South:Normative Beliefs and Interests

2025· article· en· W7080149030 on OpenAlexaboutno aff

Bibliographic record

VenueResearch Explorer (The University of Manchester) · 2025
Typearticle
Languageen
FieldComputer Science
TopicGeochemistry and Geologic Mapping
Canadian institutionsnot available
Fundersnot available
KeywordsProsperityUnderpinningRegional tradeFree tradeNormativeEnthusiasmWork (physics)Economic integrationRegional integration
DOInot available

Abstract

fetched live from OpenAlex

This book provides a thought-provoking critical analysis of the functionality of regional trade regimes in the Global South. It examines four regional trade agreements (RTAs) - the African Continental Free Trade Agreement (AfCFTA), the Association of South East Asian Nations (ASEAN), the Southern Common Market (Mercosur) and the United States-Mexico-Canada Free Trade Agreement (USMCA). Ngangjoh Hodu and Ajibo argue that while there has been immense enthusiasm amongst countries in the Global South to create RTAs, this has not translated into concerted efforts to make the RTAs work as envisaged, resulting in RTAs that are largely lacking in concreteness. In this innovative work, the authors invite international economic lawyers and other stakeholders to reflect on how normative beliefs and interests inform inter-state relations and thereby, the law of regional economic community. In so doing, it argues that the idea of prosperity underpinning RTAs as they currently exist is more of a mirage than reality.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.436
Threshold uncertainty score0.482

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.048
GPT teacher head0.276
Teacher spread0.228 · 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 designQualitative
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
Published2025
Admission routes1
Has abstractyes

Explore more

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