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Record W4404460673 · doi:10.3366/ajicl.2024.0500

Perspectives in Dialogue: Debating the GCR’s Impact on the International Refugee Protection Regime

2024· article· en· W4404460673 on OpenAlexaff
Martín Gottwald

Bibliographic record

VenueAfrican Journal of International and Comparative Law · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Law and Human Rights
Canadian institutionsLockheed Martin (Canada)
Fundersnot available
KeywordsRefugeePolitical scienceLaw and economicsLawDevelopment economicsSociologyEconomics

Abstract

fetched live from OpenAlex

The State adopted the Global Compact on Refugees (GCR) in 2018 to consolidate the International Refugee Protection Regime (IRPR). Drawing on International Relations (IR) theories and international law, different perspectives can be taken on the nature of the GCR and the IRPR, and their legal and non-legal relationship. The lack of a universally accepted definition for the IRPR allows for various interpretations, ranging from narrow positivism to broad global governance and self-organisation approaches. Similarly, the legal status of the GCR can be seen as non-law, soft law, or fully binding law depending on the criteria used. Applying realist, liberal, and constructivist theories, this article argues that the GCR’s anticipated legal and political development and its impact on the IRPR will be influenced by the chosen IR paradigm, reflecting different views on the rule of international law and power dynamics among stakeholders. By examining the case study of Kenya as a host of a protracted refugee operation, the article provides a practical illustration of how different IR lenses offer divergent perspectives on international burden and responsibility sharing in the Global South. This analysis aims to provide a comprehensive and nuanced understanding of the complex relationship between the GCR and the IRPR.

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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.220
Threshold uncertainty score0.398

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 studies0.0000.000
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 head0.070
GPT teacher head0.351
Teacher spread0.280 · 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
Published2024
Admission routes1
Has abstractyes

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