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Record W1482415460 · doi:10.1111/aspp.12185

The Multiple Pathways to Trauma Recovery, Vindication, and National Reconciliation in Cambodia

2015· article· en· W1482415460 on OpenAlexfundno aff
Patrick Hein

Bibliographic record

VenueAsian Politics & Policy · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicCambodian History and Society
Canadian institutionsnot available
FundersEnvironment and Climate Change Canada
KeywordsFraming (construction)GenocidePsychological traumaPerceptionPsychologyCriminologyClosure (psychology)Social psychologyPoliticsMental healthSociologyPolitical scienceLawPsychotherapistHistory

Abstract

fetched live from OpenAlex

Trauma theory has long been confined to the domain of psychology with a concern for clinical situations and vignettes. The framing of trauma as an individual or psychological problem is unable to explain what causes changes in public attitudes toward trauma victims because it fails to recognize the collective dynamics and social dimension of trauma. The collective dynamics of trauma have emerged as a vital theme in recent works including constructivist sociological models of collective trauma representations and of the changing impact of international norms. This article engages with these models in the context of the Cambodian genocide by the Khmer Rouge and explores the shifts in public perceptions of formerly stigmatized survivors, considering that trauma recovery is a never‐ending process with an uncertain outcome. It is argued that the public perception of what constitutes individual trauma and who is acknowledged as victim depends largely on cultural and political contexts. Field interviews with several victims of forced marriages, a mental health expert, and a former judge illustrate what needs to be done to help traumatized survivors find closure and obtain reparations.

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 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)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.737
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.045
GPT teacher head0.315
Teacher spread0.270 · 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 teacher head, 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

Citations4
Published2015
Admission routes1
Has abstractyes

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