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Record W4414709256 · doi:10.1080/01436597.2025.2562908

Fragmented multilateralism and international institutions: between complexities and challenges

2025· article· en· W4414709256 on OpenAlex
Andrew F. Cooper, Emel Parlar Dal, Samiratou Dipama

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueThird World Quarterly · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Development and Aid
Canadian institutionsBalsillie School of International Affairs
FundersEuropean Commission
KeywordsMultilateralismInternational relationsThird worldSouth–South cooperation

Abstract

fetched live from OpenAlex

This special issue examines the impact of the fragmentation of multilateralism on Informal Internatİonal Governmental Organİsatİons (IIGOs) and Formal Internatİonal Governmental Organİsatİons (FIGOs) through the lens of Global North–Global South relations. In the first part, a short literature review on multilateralism and its crisis is presented. In the second part of our cluster, focusing on ‘Multilateralism and International Institutions’, the authors explore how China and India contest the current form and meaning of multilateralism, and how US policies towards institutions like the United Nations (UN) shift with presidential politics, as well as the roles of United Nations Conference on Trade and Developmen (UNCTAD) and The United Nations Commission on International Trade Law (UNCITRAL). The third part, on ‘Multilateralism, Informality and IOs’, addresses the intersection of informal governance, multilateralism and the Global South. It includes studies on the European Union’s (EU’s) informal engagement with IIGOs, states’ use of ad hoc coalitions, hybrid practices in The Association of Southeast Asian Nations (ASEAN), the Quad, and the China–Japan–Korea Trilateral Summit. The fourth and final part, on ‘Geopolitics, Multilateralism and International organisations (IOs)’, explores the interplay among geopolitics, multilateralism and IOs and engages with key themes such as the EU’s challenges in FIGOs led by authoritarian regimes favouring instrumental over normative cooperation, and the early emergence of Latin American IIGOs in the nineteenth century, predating formal IOs.

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.

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)0.000
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.815
Threshold uncertainty score0.327

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.097
GPT teacher head0.356
Teacher spread0.259 · 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