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Record W7024042130

The restorative power of wounded healers in the (de)radicalisation context

2019· article· en· W7024042130 on OpenAlexaboutno aff

Bibliographic record

VenueLirias (KU Leuven) · 2019
Typearticle
Languageen
FieldMathematics
TopicAdvanced Topics in Algebra
Canadian institutionsnot available
Fundersnot available
KeywordsRestorative justiceWitnessContext (archaeology)FeelingProcess (computing)Power (physics)
DOInot available

Abstract

fetched live from OpenAlex

According to the Rome Memorandum on Good Practices for the Rehabilitation and Reintegration of Violent Extremist Offenders (2012) ‘reformed extremists, particularly those who have been through the rehabilitation process themselves, may be influential with inmates participating in these programs’. This important recommendation in de-radicalisation literature recognises the potential positive contribution a former radicalised individual can make to the reintegration process of others less far along in the process of de-radicalisation. In a inform session we shall conduct a theoretical, creative reflection exercise about how mentoring offered as a service by wounded healers (in this case former radicalised individuals that have undergone a process of de-radicalisation) could help in their own re-entry into the community upon release from imprisonment, and, simultaneously, how it could help community to overcome fear regarding the person re-entering and to restore trust on him/her. Applying a restorative lens when reflecting about the reintegration process of a former radicalised individual supports ‘that ‘giving back’ (would be) the right thing to do for victims and for society’ (Maruna, 2016: 295; Bazemore, 1998) and the mentoring activity of the wounded healer would provide the means to put into practice, to the extent possible, this reparation of the community he/she is returning to. In this context, mentoring would work as a restorative focused practice. The chance to witness the contribution the wounded healer is giving to peacemaking efforts should increase the community’s feelings of safety and empowerment, creating the conditions for the community to publicly recognise their re-established trust in the former radicalised person. In turn, this public validation should help the former radicalised individual to cement his/her new pro-social identity and, finally, experience the sense of fully belonging to the community. Indeed, grounded on the analysis of de-radicalisation literature, restorative justice literature and desistance of crime literature, we propose to creatively reflect on how the mentoring activities of a wounded healer could help in the process of (re)building identity and community in the context of de-radicalisation. We will explore how relevant inspiration could be extracted from restorative focused practices such as the evidence-based Canadian COSA Circles of Support and Accountability (Hannem, 2011; Wilson, McWhinnie & Wilson, 2008).

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)0.001
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: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.022
Threshold uncertainty score0.285

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.048
GPT teacher head0.338
Teacher spread0.289 · 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".

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Citations0
Published2019
Admission routes1
Has abstractyes

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