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Record W4317813355 · doi:10.1093/ijtj/ijac028

‘Global South’ Voices Are Muted in Debates over the Crime of Aggression: What Three Books on Illegal War Tell Us About Why

2023· article· en· W4317813355 on OpenAlexaff
Mark Kersten

Bibliographic record

VenueInternational Journal of Transitional Justice · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Law and Human Rights
Canadian institutionsUniversity of the Fraser Valley
Fundersnot available
KeywordsLawPoliticsAggressionStatuteTribunalCriminologyDisappointmentWar crimePolitical scienceInternational lawNegotiationSociologyPsychologySocial psychology

Abstract

fetched live from OpenAlex

Political and legal efforts to criminalize illegal warfare have received a tremendous amount of attention since the 2002 establishment of the International Criminal Court (ICC). At no point have discussions on the crime of aggression reached such feverish levels as they did following the 2022 invasion of Ukraine by Russian forces. Ongoing debate over how to investigate and prosecute the invasion, alongside the relatively muted response of the global South to a proposed specialized tribunal to prosecute Russian leaders for the crime of aggression, is symptomatic of how diplomats have crafted the crime over the past two decades. Those negotiations – their reasoning, political contours, historicity and consequences – have been studiously covered by Carrie McDougall, Tom Dannenbaum and Noah Weisbord in their respective books on the crime of aggression. Theirs are persuasive volumes written by thoughtful and diligent scholars of international criminal law (ICL). The books offer detailed assessments of what the crime is, its historical trajectory, its adoption and particular jurisdictional shape under the Rome Statute, as well as the role it might play in moderating international relations’ most devastating excess: war. Each author speaks to the politics of law and, to put it crudely, how the proverbial sausage – international law in this case – is made. The books articulate with laudable finesse how the crime of aggression came to be what it is today. This is, at times, a grim task, and the disappointment of the authors at the neutered version of the crime of aggression included under the Rome Statute is apparent. At the same time, these volumes, which also offer much hope, include lessons for the law student, diplomat and negotiator on how negotiations capture particular cross-sections in time and politics.

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)0.002
metaresearch head score (Gemma)0.004
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 score0.011
Threshold uncertainty score0.027

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0060.025
Scholarly communication0.0110.012
Open science0.0010.004
Research integrity0.0040.009
Insufficient payload (model declined to judge)0.0080.003

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 head0.023
GPT teacher head0.321
Teacher spread0.298 · 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

Citations0
Published2023
Admission routes1
Has abstractyes

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