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Record W919743085

Restorative Justice: Reflections on Theory and Practice from within the Nova Scotia Community University Research Alliance

2013· article· en· W919743085 on OpenAlexvenueaboutno aff
Jennifer Llewellyn, Bruce P. Archibald

Bibliographic record

VenueDalhousie law journal · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Education and Practice Innovations
Canadian institutionsnot available
Fundersnot available
KeywordsRestorative justiceAllianceConceptualizationSociologyNova scotiaEconomic JusticePolitical sciencePsychologyLawCriminology
DOInot available

Abstract

fetched live from OpenAlex

Dear Readers,This issue of the Dalhousie Law Journal features research from the Nova Scotia Restorative Community University Research Alliance (NSRJ-CURA) a collaborative research alliance involving community, government and university partners. Schulich School of Law at Dalhousie University has been the intellectual home for the NSRJ-CURA since 2006. NSRJ-CURA has focused on research related to the conceptualization and institutionalization of a restorative approach to justice. experience of Nova Scotia's restorative justice program which is among the world leaders in the area has served as a focal point and learning laboratory for this research.The NSRJ-CURA research is interdisciplinary, conceptual and empirical. Five interrelated themes have driven this research (i) translation of principles into practice; (ii) understanding the role of community; (iii) diversity and equity; (iv) gender; and (v) conceptualizing and measuring success. These themes intersected through a series of projects undertaken under the auspices of the NSRJ-CURA. results and insights of some of these projects are contained within this special feature of the journal. articles offer a glimpse of the breadth and depth of the work done within this collaborative research community that has developed through the NSRJ-CURA and continues to engage together to expand knowledge and understanding of a restorative approach and its implications for practice.Within the pages of this feature you are invited to imagine what counts as success for restorative justice grounded in an understanding of restorative justice as a relational theory. authors Llewellyn, Archibald, Clairmont and Crocker then consider the difference this starting point might make for what and how we measure success. Gordon Shotwell explores Buddhist ideas of the self and meditation in terms of how they might help one practice the relational approach of restorative justice. Audrey Barrett continues this theme of offering conceptual frames to help us reflect on restorative process and practice in her article, The Structure of Dialogue: Exploring Habermas' Discourse Theory to Explain the 'Magic' and Potential of Restorative Processes. These conceptual insights and reflections are helpful as Donald Clairmont and Ethan Kim share their research on the reception of restorative justice within Nova Scotia in their article, Getting Past the Gatekeepers: Reception of Restorative in the Nova Scotian Criminal System. Diane Crocker's article on The Effects of Regulated Discretion on Police Referrals to Restorative offers further insight based on the Nova Scotian experience. Michelle Williams offers a critical analysis of the challenge and possibilities of restorative justice theory and practice in her exploration of African Nova Scotian Restorative Justice. In a similar vein, important questions and challenges for the application of restorative justice are raised by Melanie Randall in her article Justice and Gendered Violence? From Vaguely Hostile Skeptic to Cautious Convert: Why Feminists Should Critically Engage with Restorative Approaches to Law. final article in the feature by Melanie Randall and Lori Haskell reveals both the need and the possibility for restorative processes to be trauma informed. …

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)0.011
metaresearch head score (Gemma)0.011
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.885
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0100.001
Scholarly communication0.0010.002
Open science0.0000.000
Research integrity0.0000.004
Insufficient payload (model declined to judge)0.0010.000

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 head0.218
GPT teacher head0.479
Teacher spread0.262 · 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.

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".

Quick stats

Citations0
Published2013
Admission routes2
Has abstractyes

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