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Record W4404111319 · doi:10.1163/30504856-01301003

Procédure Civile Québécoise – Quand Un Protocole En Chasse Un Autre

2023· article· en· W4404111319 on OpenAlexaboutno aff
Sylvette Guillemard

Bibliographic record

VenueInternational journal of procedural law. · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Law and Aviation
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceArtHumanities

Abstract

fetched live from OpenAlex

On 15 March 2023, the Quebec legislature passed an Act to improve the efficiency and accessibility of justice, in particular by promoting mediation and arbitration and by simplifying civil procedure in the Court of Québec. The changes made by the Act fall into three broad categories: some are new, such as the appointment of notaries to the bench, which until then had been reserved for members of the Bar; the Act also affects the Conseil de la magistrature, both in terms of its composition and its transparency; and lastly, the Act amends the Code of Civil Procedure through measures expressly mentioned in the title. What is missing from the title, however, is an objective that has recurred in the various metamorphoses of Quebec civil procedure over the years: speed. Perhaps the latter is subsumed under “simplicity”. To achieve its goals – simplicity and speed – the legislature has completely overhauled the procedure applicable to claims brought before the Court of Québec. It has not hesitated to do away with an instrument introduced some 20 years ago, known today as the “protocole de l’instance”, and has given greater importance to an unidentified procedural object, the “protocole préjudiciaire”.

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)0.011
metaresearch head score (Gemma)0.018
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.142
Threshold uncertainty score0.292

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.018
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0120.011
Scholarly communication0.0110.003
Open science0.0020.002
Research integrity0.0050.008
Insufficient payload (model declined to judge)0.0270.006

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 head0.018
GPT teacher head0.327
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 designNot applicable
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
Published2023
Admission routes1
Has abstractyes

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Same venueInternational journal of procedural law.Same topicInternational Law and AviationFrench-language works237,207