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Newness, Imperialism, and International Legal Reform in Our Time: A Twail Perspective

2005· article· en· W3121878962 on OpenAlexaff
Obiora Chinedu Okafor

Bibliographic record

VenueeYLS (Yale Law School) · 2005
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Law and Human Rights
Canadian institutionsYork University
Fundersnot available
KeywordsDisengagement theoryPerspective (graphical)Political scienceSociologyLaw and economicsLawPolitical economyArt

Abstract

fetched live from OpenAlex

This chapter offers my reflections, grounded in part on the relevant empirical evidence, on how my 2004 journal article that goes by the same title has influenced the field of international law, and especially the development of ‘Critical Third World Approaches to International Law’ (TWAIL). The article at issue is concerned with how claims regarding the supposedly radical or highly significant ‘newness’ of certain crises are deployed to legitimise international legal reform projects that have had, or are likely to have, a tendency to facilitate or justify longstanding imperial ambitions. The article argues that: (a) the deeply political practice of asserting the kinds of newness claims discussed above allows its proponents to better justify the implementation of longstanding, but previously far less tenable, international law reform projects; (b) it is only through the displacement of third-world suffering from internationalist consciousness that the construction of this ‘post-9/11’ world as a significantly new world order has been made possible; and (c) TWAIL analysis is extremely useful international law optic/methodology with which to better understand and deal with the processes through which these newness claims are deployed to render significantly more tenable the international law-reform projects that are thus undergirded.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.015
Threshold uncertainty score0.093

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0090.056
Scholarly communication0.0150.015
Open science0.0010.007
Research integrity0.0040.007
Insufficient payload (model declined to judge)0.0050.000

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 head0.012
GPT teacher head0.298
Teacher spread0.286 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations40
Published2005
Admission routes1
Has abstractyes

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