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Record W4403745100 · doi:10.1080/14623528.2024.2411879

Perpetrators as Victims? Inclusivity and Proximity in Post-Genocide Cambodia and Rwanda

2024· article· en· W4403745100 on OpenAlex

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.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Genocide Research · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicCambodian History and Society
Canadian institutionsnot available
FundersSocial Sciences and Humanities Research Council of CanadaBritish Academy
KeywordsGenocideCriminologyHuman factors and ergonomicsPoison controlPsychologySuicide preventionComputer securityMedical emergencyPolitical scienceMedicineComputer scienceLaw

Abstract

fetched live from OpenAlex

In post-genocide Cambodia and Rwanda, low-level perpetrators often identify as victims of the genocidal regimes alongside those they tortured and killed. However, state and societal responses to these claims appear to have varied dramatically. In Cambodia, the government and civil society organizations seem to view former Khmer Rouge cadres’ claims to victim status as socially acceptable and politically useful, while in Rwanda, the government and civil society organizations have firmly rejected perpetrators’ efforts to claim space as victims. What accounts for these different societal responses in Cambodia and Rwanda? At present, there is ample literature on how authoritarian government actors in both contexts have shaped their nation’s post-genocide transitional justice responses to prevent future bloodshed, while simultaneously reinforcing their regimes’ sometimes tenuous political legitimacy. However, this article offers complementary insights by exploring two otherwise under-researched factors that we argue further inform these polar-opposite reactions to perpetrators’ claims to victim status: (1). post-genocide governments’ offers of inclusivity in defining who is part of each nation’s ideal post-genocide ingroup; and (2). the social proximity of perpetrators and their victims during and after the genocides. Our focus on inclusivity and social proximity related to the Cambodian and Rwandan genocide advances scholarly understandings of the various factors that shape government and social responses to perpetration in the aftermath of genocide internationally.

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)0.011
metaresearch head score (Gemma)0.001
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: Empirical
Teacher disagreement score0.614
Threshold uncertainty score0.704

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.038
GPT teacher head0.409
Teacher spread0.371 · 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