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Record W1584205840

Restorative justice : a global overview of its functioning and effectiveness

2003· article· en· W1584205840 on OpenAlexaboutno aff
Beaty Naude

Bibliographic record

VenueActa criminologica · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicCriminal Justice and Corrections Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsRestorative justiceRetributive justiceRedressTheory of criminal justiceCriminal justiceCriminologyPolitical scienceEconomic JusticeLegislationHarmGovernment (linguistics)LawSociology
DOInot available

Abstract

fetched live from OpenAlex

Throughout most of human history restorative justice was the dominant criminal justice model, as is evident from the ancient Arab, Greek and Roman civilisations, all of which required compensation for the victim. Restorative justice was also the main focus of various aboriginal communities in Australia, New Zealand and Canada. Historically, African societies also mostly focused on the victims of crime, and restitution and reconciliation was considered as crucial to redress the harm caused by crime. There has been a refocusing on restorative justice in Western countries since the early 1970s. Criminologists played a leading role in the modern revival of restorative justice by refocusing on the rights and needs of crime victims. It is also evident that South Africa is moving from a retributive to a restorative criminal justice system. It is, therefore, important to ensure that the judiciary becomes actively involved in the development of restorative justice in South Africa, in order to give effect to the government's shift from an offender-centred criminal justice system to a victim-centred restorative justice system as set out in the SA National Crime Prevention Strategy and other government reports as well as recent legal decisions and new draft legislation. This article reviews the objectives of restorative justice as well as the South African New Sentencing Framework Bill, the Child Justice Bill and the draft Sexual Offences Bill, all of which make provision for restorative 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.

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)0.000
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: Empirical
Teacher disagreement score0.813
Threshold uncertainty score0.387

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.002
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 head0.143
GPT teacher head0.385
Teacher spread0.243 · 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 designQualitative
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

Citations10
Published2003
Admission routes1
Has abstractyes

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