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Record W7128204067 · doi:10.3138/ccar_v9i1_179

The Pre-Authorization Disclosure of Legal Grounds: Why Recognition of the Right to Legal Particulars is Appropriate and Needed in the Quebec Class Action Context

2013· article· en· W7128204067 on OpenAlexaboutno aff
Gene Kruger, Shaun E Finn

Bibliographic record

VenueCanadian Class Action Review · 2013
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicDispute Resolution and Class Actions
Canadian institutionsnot available
Fundersnot available
KeywordsPetitionerClass (philosophy)Context (archaeology)Action (physics)Scope (computer science)LiabilityClass actionSet (abstract data type)

Abstract

fetched live from OpenAlex

Unlike in other jurisdictions, Quebec petitioners often do not set out the theories of liability they intend to invoke. Rather than specifying the codified, statutory, or regulatory principles and provisions on which their proposed class action is based, such petitioners generally content themselves with allegations like “the suit for which authorization is sought is an action in damages.” In this article, the authors explain that statements of this type are insufficient and that it is often in the interests of everyone, including the class members, that the true nature and scope of the proceeding be understood. Accordingly, when petitioners fail to state their case with appropriate precision, motions to obtain legal particulars should be granted.

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)0.000
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.690
Threshold uncertainty score0.738

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
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 head0.026
GPT teacher head0.249
Teacher spread0.223 · 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 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
Published2013
Admission routes1
Has abstractyes

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