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Record W7128177316 · doi:10.3138/ccar.v7i2.265

The Doctrine of Cy Près in Ontario Class Actions: Toward a Consistent, Principled, and Transparent Approach

2011· article· en· W7128177316 on OpenAlexaboutno aff
Christina Sgro

Bibliographic record

VenueCanadian Class Action Review · 2011
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicDispute Resolution and Class Actions
Canadian institutionsnot available
Fundersnot available
KeywordsBeneficiaryDoctrineClass (philosophy)Nexus (standard)Class actionAction (physics)

Abstract

fetched live from OpenAlex

This essay explores the contentious aspects of the use of the legislated cy près doctrine in Ontario class actions and provides recommendations on how to improve the consistency, transparency, and overall fairness of cy près distributions. The focus of this essay is a series of five suggested approaches that the court can adopt when fashioning or approving the cy près application of funds in whole or partial judgments and settlements. These alternative schemes provide methods to aid the court in deciding exactly who should be the recipient of cy près funds and why such a beneficiary should receive cy près funds. The suggested approaches emphasize the importance of establishing a nexus between the cy près recipient and the underlying cause of action, as well as providing an indirect benefit to class members. Throughout the essay, the contentious aspects of Ontario’s use of the cy près doctrine and potential alternatives to its current use are illustrated through a comparative analysis of the use of cy près in the United States. This essay culminates in a final recommendation to Ontario courts, proposing an optimal approach to choosing the most appropriate cy près recipients, as well how to convey this choice effectively in judgment. The overall analysis considers the various approaches with reference to class action objectives: judicial economy, access to justice, and behaviour modification.

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)0.013
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.108
Threshold uncertainty score0.657

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0130.017
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0100.021
Scholarly communication0.0100.003
Open science0.0030.003
Research integrity0.0050.006
Insufficient payload (model declined to judge)0.0010.000

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 head0.232
GPT teacher head0.283
Teacher spread0.051 · 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 designTheoretical or conceptual
Domainnot available
GenreOther

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
Published2011
Admission routes1
Has abstractyes

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Same venueCanadian Class Action ReviewSame topicDispute Resolution and Class ActionsFrench-language works237,207