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Record W2203371347

Lawfare and International Tribunals: A Question of Definition: A Reflection on the Creation of the "Khmer Rouge Tribunal

2010· article· en· W2203371347 on OpenAlexaboutno aff
Robert Petit

Bibliographic record

VenueCase Western Reserve journal of international law · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicCambodian History and Society
Canadian institutionsnot available
Fundersnot available
KeywordsTribunalLawPolitical scienceROUGEReflection (computer programming)Computer science
DOInot available

Abstract

fetched live from OpenAlex

I must confess that in over twenty-one years of criminal prosecution, both national and international, I had never encountered the term -law-fare‖ until I received the invitation to attend this conference.After my initial research and the different presentations here, I understand better why.It seems to me that this term has essentially evolved out of a U.S. military and political context and therefore has had little resonance in international criminal law. 1 From the various attempts at definitions, it does appear to boil down to the use of the judicial system to further political aims, which, I submit, is an essential function of any system of laws. 2 That those aims seem to run counter to prevailing norms or government interest does not appear to change the nature of the system itself which, if it is sound, will assert itself through the proper application of those very laws.Laws are used to express and define the society that elaborates them.They are an evolving reflection of that society, and equating that process to armed conflict seems to me to distort their purpose.If, however, we intend lawfare to equate to what is more traditionally viewed as political interference in the application of justice, then yes, lawfare is practiced in International Criminal Law.For example, it is quite clear that political considerations played a fundamental part in the creation of the Extraordinary Chambers within the Courts of Cambodia (ECCC), for which I was the first International Co-Prosecutor.* Robert Petit was the first International Co Prosecutor for the Extraordinary Chambers in the Courts of Cambodia from 2006 to 2009 and is now a Counsel with the War Crimes Section of the Ministry of Justice of Canada.The opinions expressed herein are solely his own.

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)0.019
metaresearch head score (Gemma)0.014
Version: metacan-v3-hybrid-931329e0061cValidation 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: none
Teacher disagreement score0.033
Threshold uncertainty score0.152

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0190.014
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0260.136
Scholarly communication0.0330.025
Open science0.0050.015
Research integrity0.0190.028
Insufficient payload (model declined to judge)0.0030.000

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 head0.066
GPT teacher head0.362
Teacher spread0.296 · 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 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

Citations10
Published2010
Admission routes1
Has abstractyes

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Same venueCase Western Reserve journal of international lawSame topicCambodian History and SocietyFrench-language works237,207