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Record W3155054010

Rule 2.1 of Ontario’s Rules of Civil Procedure: Responding to Vexatious Litigation While Advancing Access to Justice?

2018· article· en· W3155054010 on OpenAlexaffabout
Gerard Kennedy

Bibliographic record

VenueSSRN Electronic Journal · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Education and Practice Innovations
Canadian institutionsUniversity of Manitoba
Fundersnot available
KeywordsEconomic JusticeCivil procedureFederal Rules of Civil ProcedureContext (archaeology)Rule of lawAmerican ruleFace (sociological concept)Political scienceLawResolution (logic)Procedural justiceLaw and economicsBusinessSociologyComputer sciencePsychologyArtificial intelligenceHistoryPolitics
DOInot available

Abstract

fetched live from OpenAlex

This article analyzes the first three years of the operation of Rule 2.1 of Ontario’s Rules of Civil Procedure (the “Rule”), which allows a court to very summarily dismiss litigation that is “on its face” frivolous, vexatious, and/or abusive. The author explores the history of and rationale for the Rule, in the context of the access to justice crisis in Ontario, and in light of the perceived inadequacy of alternative mechanisms for addressing the dangers raised by vexatious litigants. He then reviews all 190 Rule 2.1 decisions decided between July 1, 2014 and June 30, 2017, with the goal to provide guidance for future lawyers and judges considering using the Rule. This is followed by an analysis of the effects on access to justice of the Rule, in terms of providing speedy and cost-efficient resolution of actions on their merits. The author concludes by considering how the Rule should be used in the future – doctrinally, institutionally, and ethically. His conclusions are hopeful. The Rule is powerful, and its use should prompt some pause in judges and lawyers. By and large, however, the Rule has been very well employed. It has resulted in immense savings of time and financial expense and many cases model fairness to vulnerable parties. In rare instances where the Rule’s (attempted) use has been inappropriate, costs in terms of delay and financial expense are usually minimal. The Rule is ultimately an inspiring example of how civil procedure can be amended to facilitate access to justice.

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)0.009
metaresearch head score (Gemma)0.029
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.118
Threshold uncertainty score0.365

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.029
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0090.011
Scholarly communication0.0090.003
Open science0.0030.002
Research integrity0.0080.008
Insufficient payload (model declined to judge)0.0030.001

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 head0.027
GPT teacher head0.368
Teacher spread0.341 · 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 designNot applicable
Domainnot available
GenreCommentary

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 routes2
Has abstractyes

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