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Record W4246759500 · doi:10.1017/9781108680455.013

Aggression

2019· book-chapter· en· W4246759500 on OpenAlexaff
Robert Cryer, Darryl Robinson, Sergey Vasiliev

Bibliographic record

VenueCambridge University Press eBooks · 2019
Typebook-chapter
Languageen
FieldSocial Sciences
TopicCambodian History and Society
Canadian institutionsQueen's University
Fundersnot available
KeywordsTribunalLawPolitical scienceSierra leoneInternational lawCriminal lawCriminal justiceRigourSociology

Abstract

fetched live from OpenAlex

Written by a team of international lawyers with extensive academic and practical experience of international criminal law, the fourth edition of this leading textbook offers readers comprehensive coverage and a high level of academic rigour while maintaining its signature accessible and engaging style. Introducing the readers to the fundamental concepts of international criminal law, as well as the domestic and international institutions that enforce that law, this book engages with critical questions, political and moral challenges, and alternatives to international justice. Suitable for undergraduate and postgraduate students, academics and practitioners in the field, and cited by the International Criminal Tribunal for Yugoslavia, the International Criminal Court, the Special Court for Sierra Leone, the Extraordinary Chambers in the Courts of Cambodia, and the highest courts in domestic systems, this book is a must-read for anyone interested in learning more about international criminal law.

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)0.001
metaresearch head score (Gemma)0.003
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: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.327
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0040.002
Scholarly communication0.0070.003
Open science0.0010.005
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.3270.195

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 head0.027
GPT teacher head0.221
Teacher spread0.194 · 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
GenreOther

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
Published2019
Admission routes1
Has abstractyes

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Same venueCambridge University Press eBooksSame topicCambodian History and SocietyFrench-language works237,207