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Record W2728962977 · doi:10.5206/tjr.2017.1.5.3

No Justice without Narratives

2017· article· en· W2728962977 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.

venuePublished in a venue whose home country is Canada.
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

VenueTransitional justice review · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicCambodian History and Society
Canadian institutionsnot available
Fundersnot available
KeywordsROUGEEconomic JusticeNarrativeTransition (genetics)CriminologyPolitical scienceSociologyHistoryPsychologyLiteratureArtLawComputer scienceNatural language processingBiology

Abstract

fetched live from OpenAlex

The article addresses the relationship between the Extraordinary Chambers in the Courts of Cambodia (ECCC) and the supposed constituents of that transitional justice institution. The article sets out to offer a sociological methodology that TJ mechanism could contemplate in the process of enabling victims/witnesses to narrate justice and transition in their own terms and using Cambodia as a case study. It offers a theoretical and methodological approach to be reflected upon by transitional justice scholars and practitioners, which may enable a more victim-centered attitude in practical interactions with atrocity survivors (not a cure-all policy solution). My own research has actively used this methodology to serve this task. This article draws on 70 in-depth oral histories taken from regime survivors, former Khmer Rouge, religious leaders, international and domestic jurists at the ECCC ,witnesses, civil parties, historical and cultural figures from multiple communities in 10 provinces in Cambodia. I have established some basis for situating individual voices into a specifically Cambodian intellectual context. In discussing the Cambodian case from the position of those outside the ECCC (but whom that institution serves) the article engages with the normative assumptions of transitional justice praxis and broader thematic problems such as bridging local and global conceptions of justice.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.871
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.001

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 head0.062
GPT teacher head0.383
Teacher spread0.322 · 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