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The Tribunals and the Renaissance of International Criminal Law: Three Themes

2016· article· en· W2507570562 on OpenAlex
Darryl Robinson, Gillian MacNeil

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

VenueAmerican Journal of International Law · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Law and Human Rights
Canadian institutionsQueen's University
Fundersnot available
KeywordsPrinciple of legalityLawCriminal lawExpansivePolitical scienceComparative lawTransformative learningContext (archaeology)International lawElement (criminal law)SociologyGeography

Abstract

fetched live from OpenAlex

We are delighted to participate in this symposium on the legacy of the International Criminal Tribunals for the Former Yugoslavia and for Rwanda (Tribunals; respectively, ICTY and ICTR). We have been asked to offer reflections on the Tribunals’ impact on substantive international criminal law (ICL)—in particular, the definitions of crimes and the modes of liability. Given the enormity of the topic, we can offer only a cursory and impressionist sketch of the terrain, and draw attention to a few intriguing features along the way. We will not attempt to survey the Tribunals’ jurisprudence or the related academic literature. Instead, our aim is simply to highlight three themes underlying the Tribunals’ elaboration of substantive legal standards. For the nonspecialist, this sketch may provide a helpful overview of the evolution of ICL. For the specialist, this sketch may bring into slightly sharper relief some underlying patterns in the Tribunals’ work. We will also offer some broader thoughts about the Tribunals in the overall arc of ICL, and how their structure and priorities have left a lasting, distinctive imprimatur on ICL.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.581
Threshold uncertainty score0.998

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 studies0.0000.005
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 head0.016
GPT teacher head0.302
Teacher spread0.287 · 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