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Record W3169509579 · doi:10.1093/isr/viab026

Pathways to Violence in Civil Wars: Combatant Socialization and the Drivers of Participation in Civilian Targeting

2021· article· en· W3169509579 on OpenAlex
Marc-Olivier Cantin

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

VenueInternational Studies Review · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicGender, Security, and Conflict
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsCombatantSocializationLegitimacyCriminologySierra leoneCivil societySociologySanctionsSpanish Civil WarPolitical scienceSocial psychologyLawPsychologyPolitics

Abstract

fetched live from OpenAlex

Abstract Recent research has drawn attention to the role of socialization in shaping the behaviors of rebel combatants during civil wars. In particular, scholars have highlighted how vertical and horizontal socialization dynamics can bring combatants to engage in a range of wartime practices, including the use of violence against civilians. This article synthesizes existing theories of combatant socialization and combines them into an integrated framework, which casts the focus on individual pathways toward civilian targeting and specifies the underlying sociopsychological mechanisms through which socializing influences motivate participation in violence. Specifically, the article charts five key pathways that operate through different mechanisms and that are based upon varying degrees of internalization regarding the legitimacy of civilian targeting. In each case, I also identify a number of unit-level factors that are likely to make a given pathway particularly prevalent among combatants. The article then illustrates how these pathways map onto the actual experiences of civil war combatants by examining the drivers of individual participation in violence against civilians among low-ranking members of the Revolutionary United Front in Sierra Leone. The case study evidence highlights the equifinal nature of violence perpetration during civil wars, shedding light on the different social needs, influences, sanctions, and constraints that may motivate involvement in violence. By analyzing rebel behavior through the prism of perpetrator studies, this article thus seeks to establish the civil war literature on firmer theoretical grounds, providing a synthetic account of the individual experiences, motives, and trajectories that are often left unaddressed in this body of research.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.341
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.070
GPT teacher head0.388
Teacher spread0.318 · 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