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Record W4237278582 · doi:10.1163/17087384-12342022

International Law is Western Made Global Law: The Perception of Third-World Category

2014· article· en· W4237278582 on OpenAlexvenueno aff
Brian-Vincent Ikejiaku

Bibliographic record

VenueAfrican Journal of Legal Studies · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Law and Human Rights
Canadian institutionsnot available
Fundersnot available
KeywordsInternational lawLawProtectionismComparative lawPolitical scienceMunicipal lawMultinational corporationInternational tradeEconomics

Abstract

fetched live from OpenAlex

Abstract The way in which international law has been constructed and reconstructed over the ages in favour of the Western countries has driven some Third-World scholars to perceive international law as ‘a global law made by the West’ for the purpose of controlling global undertakings. In the past, international law was used by the Westerners to legitimise colonialism and all their acts of exploitation in the developing countries. In the modern period, international law is predominantly used to protect, project and promote (3Ps) the interest of the Westerners. This includes their multinational businesses scattered globally, and protectionist bid against terrorist attacks. This paper uses theoretical, critical and multidisciplinary approaches to examine this perception of international law. It concludes that construction and reconstruction of international law in favour of Western countries has been one key instrument that perpetuate severe inequality between the Global North and Global South, which in turn hampers efforts toward global-peace and security.

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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.778
Threshold uncertainty score0.632

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 science0.0010.000
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 head0.032
GPT teacher head0.333
Teacher spread0.301 · 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

Citations17
Published2014
Admission routes1
Has abstractyes

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