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Record W7128229737 · doi:10.3138/ccar.v6i2.449

The Space Between Rule 20 and 21: The Evidentiary Burden on Certification

2010· article· en· W7128229737 on OpenAlexaboutno aff
Celeste Poltak

Bibliographic record

VenueCanadian Class Action Review · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicLegal principles and applications
Canadian institutionsnot available
Fundersnot available
KeywordsCertificationMeaning (existential)Supreme courtTest (biology)Statutory lawJurisprudenceCommon lawSpace (punctuation)Agency (philosophy)

Abstract

fetched live from OpenAlex

This paper attempts to develop the meaning of the “some basis in fact” evidentiary requirement on certification. Since the Supreme Court of Canada articulated this concept as the appropriate evidentiary test in Hollick v. Toronto (City), courts have struggled to provide a specific factual threshold to satisfy this inquiry. The paper canvasses the jurisprudence to this effect and attempts to provide some answers to this elusive evidentiary component, particularly as it relates to each statutory criteria of the certification test, and which party bears this evidentiary burden in what circumstances. The courts’ treatment of the precarious balance for plaintiffs’ counsel in striking a sufficient evidentiary basis, without tendering superfluous merits based evidence is also examined, as is the treatment of evidence to either support or refute the propriety of an aggregate assessment of damages. Ultimately, the article concludes that satisfying the malleable concept of “some basis in fact” often lies someplace between Rule 20 and Rule 21: while there is no genuine issue for trial test on certification, something more than the plain and obvious test is clearly required. Where this line is drawn on certification continues to evolve, dependent always on the specific facts of each certification motion.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.911
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
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 head0.065
GPT teacher head0.357
Teacher spread0.292 · 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.

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
Published2010
Admission routes1
Has abstractyes

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