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Record W3147890403 · doi:10.29173/mlj1262

Hryniak Comes to Manitoba: The Evolution of Manitoba Civil Procedure in the 2010s

2021· article· en· W3147890403 on OpenAlexaffabout
Gerard Kennedy

Bibliographic record

VenueManitoba Law Journal · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicLegal principles and applications
Canadian institutionsUniversity of Manitoba
Fundersnot available
KeywordsContext (archaeology)Queen (butterfly)Supreme courtEconomic JusticeLawPolitical scienceCivil procedureSociologyHistoryArchaeology

Abstract

fetched live from OpenAlex

This article investigates whether the Supreme Court of Canada’s 2014 decision Hryniak v Mauldin has led to changes in Manitoba procedural law, largely in the summary judgment context. After introducing Hryniak and civil procedure reform’s place in the context of Canada’s access to justice crisis, the author turns to Manitoba. In addition to exploring the regulatory history of explicit changes to Manitoba’s Court of Queen’s Bench Rules, the author delves into Manitoba case law to determine their jurisprudential consequences and whether they have had effects in terms of the frequency that particular rules are used. Ultimately, it is concluded that, despite some potential to be bolder, by and large, Manitoba has prudently charted its own path in this important area of facilitating 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)0.002
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.176
Threshold uncertainty score0.955

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0220.011
Scholarly communication0.0070.001
Open science0.0020.005
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0060.000

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 head0.288
Teacher spread0.262 · 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 designQualitative
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
Published2021
Admission routes2
Has abstractyes

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