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Record W3125727772

THE “ILLUSION OF COMPENSATION”: CY PRÈS DISTRIBUTIONS IN CANADIAN CLASS ACTIONS

2014· article· en· W3125727772 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe Canadian Bar Review · 2014
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicDispute Resolution and Class Actions
Canadian institutionsnot available
Fundersnot available
KeywordsSettlement (finance)Class actionClass (philosophy)JurisprudenceCompensation (psychology)Dispose patternLaw and economicsLawPolitical scienceSociologyEconomicsComputer scienceFinancePsychologySocial psychologyArtificial intelligence
DOInot available

Abstract

fetched live from OpenAlex

In both the US and Canada, the now common use of cy pres in the design of class action settlement distribution plans represents a radical transformation of the original cy pres doctrine. Despite the facilitative role of class actions in aggregating claims, in some cases there may be no practical way to calculate or pay hundreds of thousands of small claims. The cy pres device has become the mechanism by which aggregation of loss is effected. It is therefore used not only to dispose of unclaimed settlement funds, but to avoid having class members claim a portion of the settlement at all. In this way, cy pres creates the “illusion of compensation” because the bulk of the class receives no compensation at all. This paper critically and empirically examines the use of cy pres in Canadian class actions, with references to developments in American cy pres jurisprudence. It explores the various judicial approaches to the device, and provides a comprehensive collection of data regarding the nature and extent of cy pres use in Canada. The author concludes with observations about the policy implications of resort to cy pres in Canadian class action settlements.

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.

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: none
Teacher disagreement score0.988
Threshold uncertainty score0.942

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 studies0.0010.000
Scholarly communication0.0000.000
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 head0.028
GPT teacher head0.250
Teacher spread0.222 · 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