MétaCan
Menu
Back to cohort
Record W7117545472 · doi:10.18061/ijrc.6254

Gaps in Access to Justice in Rural Area of New Brunswick: A Case Study of the Courthouse Closure in the Acadian Peninsula

2025· article· W7117545472 on OpenAlexaffabout
Hesam Seyyed Esfahani

Bibliographic record

VenueInternational Journal of Rural Criminology · 2025
Typearticle
Language
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsUniversité de Moncton
Fundersnot available
KeywordsEconomic JusticeCharterRural areaPoliticsJudgementGovernment (linguistics)Rural settlement

Abstract

fetched live from OpenAlex

New Brunswick is among one of the provinces with the highest proportion of inhabitants who live in rural areas. However, within the same province, the rural environment is not homogeneous in several aspects including cultural, linguistic, demographic, etc. Thus, the legal needs in a rural environment are different from those of an urban environment. Although access to justice is a fundamental right (Canadian Charter of Rights and Freedoms, section 7th), rural residents face challenges. Several strategies or initiatives have been put in place (such as remote justice or WellCoMs Mobile Van), but the main question is whether these strategies are effective and ensure adequate access to justice for rural residents. In the last twenty years the provincial government closed a number of courthouses across rural New Brunswick. However, the closure of the Caraquet courthouse in the Acadian Peninsula in 2022 raised several objections, particularly regarding the threatened access to justice and the fact that the rights of the Francophone community in the region had not been considered. In 2024, an application for judicial review of the government’s decision was filed. A decision of the New Brunswick Court of King’s Bench upheld the annulment of this closure. This decision was welcomed by rural communities. However, it should be noted that the judgement emphasizes the political and executive nature of the decision. In addition to the question of justiciability, the Court of King’s Bench criticized the closure of the courthouse in the Acadian Peninsula, for the threatened linguistic right (here the right to French). In this paper, we approach an analysis of the content of the two legal decisions rendered by the Court of King’s Bench of Bathurst while awaiting a decision from the Court of Appeal of New Brunswick in light of fundamental rights including access to justice in rural areas.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.188
Threshold uncertainty score0.987

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0030.000
Research integrity0.0000.001
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 head0.063
GPT teacher head0.360
Teacher spread0.297 · 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 designObservational
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
Published2025
Admission routes2
Has abstractyes

Explore more

Same venueInternational Journal of Rural CriminologySame topicCanadian Identity and HistoryFrench-language works237,207