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Record W7027392878

Children and Violence : Agency, Experience, and Representation in and beyond Armed Conflict

2025· article· en· W7027392878 on OpenAlexfundno aff

Bibliographic record

VenueBiblioBoard Library Catalog (Open Research Library) · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicPeace and Human Rights Education
Canadian institutionsnot available
FundersSocial Sciences and Humanities Research Council of CanadaWashington and Lee UniversitySchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungNational Science Foundation
KeywordsPoliticsAgency (philosophy)DignityPower (physics)Armed conflictState (computer science)DisciplineCapstoneRepresentation (politics)
DOInot available

Abstract

fetched live from OpenAlex

This multi-disciplinary volume provides an innovative approach to children and violence, looking beyond the existing literature that focuses on child soldiers in the 'Global South'. Harnessing expert contributions from over a dozen countries, the book examines the relationship between children and violence, with a focus on children ensnared in military conflict, embroiled in criminal gangs, and enmeshed in political activism. It analyses how children join fights, how they fight, and what happens to them after fighting officially ends. It addresses cutting-edge issues such as cyberwars, self-defence, intergenerational trauma, gender fluidity, racism, and state surveillance. Throughout, the book underscores the need to respect the agency and dignity of children and youth, to build cultures of juvenile rights, and to think critically of the place of the child amid global power politics and decolonialization. Through accessible writing, and the provision of considerable new data, this book supports advocacy work, and will enrich teaching and spark further academic research. This book will be of great interest to students of International Law, Human Rights, Childhood Studies, International Relations, Peace and Conflict Studies, Post-conflict studies and Security Studies.

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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.015
Threshold uncertainty score0.030

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0120.017
Scholarly communication0.0130.006
Open science0.0010.009
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0060.001

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 head0.069
GPT teacher head0.410
Teacher spread0.340 · 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 designQualitative
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
Published2025
Admission routes1
Has abstractyes

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Same venueBiblioBoard Library Catalog (Open Research Library)Same topicPeace and Human Rights EducationFrench-language works237,207