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Record W1810292434 · doi:10.18060/1970

Adaptations of Truth and Reconciliation Commissions in the North American Context: Local Examples of a Global Restorative Justice Intervention

2012· article· en· W1810292434 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueAdvances in Social Work · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicCambodian History and Society
Canadian institutionsnot available
Fundersnot available
KeywordsRestorative justiceGrassrootsInjusticeIndigenousContext (archaeology)Human rightsCriminologyPovertyPolitical scienceSocial injusticeSociologyLawEconomic JusticeIntervention (counseling)Civil societySocial workPublic administrationPsychologyPoliticsGeography

Abstract

fetched live from OpenAlex

Truth and Reconciliation Commissions (TRCs) are restorative justice mechanisms for addressing human rights violations and injustice at the macro level. Mainly applied in the Global South, they have only recently been adapted within North America. The Greensboro, NC TRC was launched by grassroots and community-based organizations in 2004 to examine the causes and consequences of a 1979 incident of racial violence. The Canadian TRC was established in 2008 to address the legacy of colonial policies of assimilation and the forced schooling of indigenous populations. Through a comparison of these two cases, this paper will investigate how the North American context shapes the nature of the problems that these TRCs address, how they are organized, their relationship to the legal system, the role of civil society, and their relationship to poverty and reparations. Implications for social work, restorative justice and the potential for additional TRCs in North America are discussed.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.205
Threshold uncertainty score0.946

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
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 head0.042
GPT teacher head0.360
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