MétaCan
Menu
Back to cohort
Record W3174283243 · doi:10.7202/1077694ar

La justice de proximité : des transformations en matière d’accès à la justice vues sous l’angle de la gouvernance

2021· article· fr· W3174283243 on OpenAlexvenueno aff
Stéphane Bernatchez, Suzanne Comtois, Véronique Fortin, Guillaume Rousseau, Marie-Claude Desjardins

Bibliographic record

VenueLes Cahiers de droit · 2021
Typearticle
Languagefr
FieldHealth Professions
TopicHealth, Medicine and Society
Canadian institutionsnot available
Fundersnot available
KeywordsEconomic JusticeHumanitiesPolitical scienceSociologyPhilosophyLaw

Abstract

fetched live from OpenAlex

Les réformes du système de justice en vue d’améliorer l’accès à la justice ont entraîné la création d’une justice de proximité. Si les principes d’indépendance et d’impartialité de la justice moderne s’accommodent plutôt mal de cette notion de proximité, une conception postmoderne de la justice poursuit la quête de l’accès à la justice par l’entremise du développement d’une justice de proximité dans le contexte de la gouvernance. Le présent article propose ainsi de comprendre la justice de proximité selon la perspective du droit de la gouvernance. Les exigences de la gouvernance définissent la justice de proximité en termes de proximité territoriale, temporelle, participative, structurelle, processuelle et réflexive. Cette typologie permet d’analyser certains phénomènes de justice, tels que les cours municipales, les tribunaux administratifs, les programmes d’accompagnement justice et santé mentale en matière criminelle et les centres de justice de proximité.

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)0.003
metaresearch head score (Gemma)0.005
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 score0.022
Threshold uncertainty score0.057

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0080.035
Scholarly communication0.0080.005
Open science0.0010.009
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0070.000

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 head0.017
GPT teacher head0.326
Teacher spread0.309 · 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

Citations2
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueLes Cahiers de droitSame topicHealth, Medicine and SocietyFrench-language works237,207