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Record W7128204937 · doi:10.3138/ccar.v13i1.071

L’autorisation de L’action Collective : Raisons D’être, Application et Changements À Venir

2018· article· en· W7128204937 on OpenAlexaboutno aff
Veronica Aimar

Bibliographic record

VenueCanadian Class Action Review · 2018
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicDispute Resolution and Class Actions
Canadian institutionsnot available
Fundersnot available
KeywordsJurisprudenceLegislatorAuthorizationRationalism

Abstract

fetched live from OpenAlex

Abstract: Authorization, Quebec’s equivalent to certification, has become an issue of particular interest since Bich J expressed the need for the legislator to rethink this procedure in a recent obiter dictum. Despite its limited purpose of filtering frivolous demands and ensuring the protection of members, authorization appears to have become a much larger mechanism. In this article, the author analyzes the foundations of this procedure and examines the latest jurisprudence to identify relevant characteristics in the application of the authorization criteria. It is argued that the two-step procedure could be eliminated, and the evaluation of the authorization criteria be integrated to the trial itself, without compromising the rights of the parties. L’autorisation des actions collectives québécoises est devenue un sujet d’intérêt particulier depuis que l’honorable Bich exprima la nécessité du législateur de repenser cette procédure dans un obiter dictum récent. Malgré des objectifs limités, l’étape d’autorisation semble être devenue un mécanisme complexe. Dans cet article, l’auteur analyse les raisons d’être de cette procédure et examine la jurisprudence récente, afin d’identifier des caractéristiques dans l’application des critères d’autorisation. Il est soutenu que la procédure en deux étapes pourrait être éliminée, et que l’évaluation des critères pourrait s’intégrer au procès et ce, sans compromettre les droits des parties.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.926
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.002

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 head0.073
GPT teacher head0.323
Teacher spread0.250 · 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; both teacher heads agree on what is shown here.

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
Published2018
Admission routes1
Has abstractyes

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