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Record W4407340972 · doi:10.1080/00083968.2024.2438370

Evolving Africa–EU relations: changes in discourse from the Cotonou Agreement to the Samoa Agreement

2025· article· en· W4407340972 on OpenAlexvenueno aff
Cátia Miriam Costa, Yichao Li

Bibliographic record

VenueCanadian Journal of African Studies / Revue canadienne des études africaines · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Development and Aid
Canadian institutionsnot available
Fundersnot available
KeywordsAgreementPolitical scienceLinguisticsPhilosophy

Abstract

fetched live from OpenAlex

Established in 2000, the Cotonou Agreement reshaped the European Union’s engagement with the Organisation of African, Caribbean, and Pacific States (OACPS). OACPS members in Africa collectively represent the largest gross domestic product, population, and land area within the group. Negotiations on the Post-Cotonou Agreement concluded in April 2021. It was officially signed in November 2023 in Samoa, becoming known as the Samoa Agreement, and marked a significant juncture in EU–Africa relations. This study explores the need for this new agreement, focusing on why the EU and Africa (OACPS) required it. Additionally, we analyse the changes introduced in the Samoa Agreement compared to its predecessor(s) and evaluate their alignment with evolving political perspectives. Employing content and discourse analyses, our research unveils a resonance with African nations’ perceived needs and fundamental changes in the new document. This study offers insights into the evolving partnership between the EU and Africa.

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)0.002
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.883
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0020.001
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.041
GPT teacher head0.284
Teacher spread0.244 · 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.

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

Citations2
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueCanadian Journal of African Studies / Revue canadienne des études africainesSame topicInternational Development and AidFrench-language works237,207