MétaCan
Menu
Back to cohort
Record W2233923423

Restorative Justice Sebagai Pembaharuan Sistem Peradilan Pidana Berdasarkan UU No.11 Tahun 2012 Tentang Sistem Peradilan Pidana Anak

2015· article· id· W2233923423 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

VenueUSU Law Journal (e-journal) · 2015
Typearticle
Languageid
FieldSocial Sciences
TopicLegal and Social Justice Studies
Canadian institutionsnot available
Fundersnot available
KeywordsOfficerRestorative justiceLaw enforcementEconomic JusticeLawPolitical scienceEnforcementCriminologySociology
DOInot available

Abstract

fetched live from OpenAlex

ABSTRACT Formation basis of Restorative Justice’s concept in Indonesia originated from a variety of tribal customary law. As customary of Minangkabau, Mandailing, Toraja, Bali and others have done this concept known as the consensus agreement. Restorative Justice’s concept is also known in 1970 in Canada. Restorative Justice’s concept implemented in Article 7 of Law Number 11 of 2012 by using the Diversion way. Potencies are available when applying Restorative Justice’s concept is the Institutional and Professionals of Law Enforcement Officer substantively has been guaranteed in the Law Number  11 of 2012 added many people who support the implementation of Restorative Justice’s concept in Juvenile Justice System in the foreseeable future. Constraints that will be faced by law enforcement officer is the human resources who have not been able to fulfill what is mandated by law Number 11 of 2012, namely the existence of a Judge, Prosecutor and police for child which is a must in every agencies. Inadequate infrastructure in every law enforcement officer agencies is also an obstacle for the future implementation of the Restorative Justice’s concept, and the legal culture of society that many complained by law enforcement officer that can be complicate the implementation of Restorative Justice’s concept in the Juvenile Justice System. Keywords :RestorativeJustice,Juvenile Justice System, Law Enforcement Officer

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)0.009
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.658
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.003
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0010.002
Science and technology studies0.0180.002
Scholarly communication0.0050.005
Open science0.0030.000
Research integrity0.0010.006
Insufficient payload (model declined to judge)0.0010.001

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 head0.051
GPT teacher head0.307
Teacher spread0.256 · 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