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Record W1963620748 · doi:10.3138/cjccj.53.3.343

The Nunavut Court of Justice: An Example of Challenges and Alternatives for Communities and for the Administration of Justice

2011· article· en· W1963620748 on OpenAlexaffvenueabout
Scott Clark

Bibliographic record

VenueCanadian Journal of Criminology and Criminal Justice/La Revue canadienne de criminologie et de justice pénale · 2011
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsMainstreamEconomic JusticeLawPolitical scienceAdministration (probate law)Criminal justiceSociologyRemand (court procedure)Public administrationCriminologySupreme court

Abstract

fetched live from OpenAlex

The Nunavut Court of Justice, a superior court and the only unified criminal court in Canada, was established in 1999, coincident with the creation of Nunavut. One of the court's three main objectives has been to provide an efficient and accessible court structure capable of responding to the unique needs of Nunavut. The achievement of that goal is an ongoing process in light of challenges inherent in providing justice in Nunavut. The article considers delays and lengthy case processing times as one example reflecting the difficulties facing the court. The author argues that improvements have been made since 1999 but that ongoing problems with the implementation of organizational improvements in the areas of legal aid services, the Inuit court worker program, and the justice of the peace program mean that the court's original objectives are not being completely met. Reasons for the gaps are examined, including perennial funding shortages for Nunavut's justice programs. The Nunavut Court is also seen as representative of broader challenges for the mainstream justice system in engaging with Inuit communities and culture. Fundamental problems resulting from the historical and ongoing marginalization of Inuit in Nunavut contribute to problems with the administration of justice. The author argues for increased movement toward true community-based justice alternatives, not to the exclusion of the mainstream system but in an effective intersection with it.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.007
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation 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: none
Teacher disagreement score0.271
Threshold uncertainty score0.546

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.009
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0820.037
Scholarly communication0.0220.006
Open science0.0040.015
Research integrity0.0130.015
Insufficient payload (model declined to judge)0.0040.000

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 head0.276
GPT teacher head0.370
Teacher spread0.094 · 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 source (direct Gemma or distilled Codex), 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

Citations1
Published2011
Admission routes3
Has abstractyes

Explore more

Same venueCanadian Journal of Criminology and Criminal Justice/La Revue canadienne de criminologie et de justice pénale→Same topicIndigenous Health, Education, and Rights→French-language works237,207→