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Record W4404584955 · doi:10.21991/cf29481

R v Lufiau, R v Varennes, and The Gamble of Litigating a “Right” to Jury Trials Outside of Section 11(f)

2024· article· en· W4404584955 on OpenAlexaffvenue
Sandrine Ampleman-Tremblay

Bibliographic record

VenueConstitutional Forum / Forum constitutionnel · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicLaw in Society and Culture
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsJuryLawCharterPolitical scienceSection (typography)ConversationSupreme courtFraming (construction)SociologyEngineeringComputer science

Abstract

fetched live from OpenAlex

In light of recent events, changes to criminal law, and the advancement of social science, a renewed conversation on the right to select one’s mode of trial (or a right to a non-jury trial) under section 11(f) of the Charter is much needed. This paper aims to restart this conversation. To this end, the paper will briefly review the Lufiau and Varennes cases before discussing the risks of framing arguments on the “right” to a jury trial outside of section 11(f), like the parties did in these two cases. The last section of the paper will then expand on the drawbacks of the approach taken by the Supreme Court in R v Turpin, contrasting its argument with new social scientific studies and legal scholarship that challenge the impartiality and competence of juries.

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)0.020
metaresearch head score (Gemma)0.036
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: Empirical · Consensus signal: none
Teacher disagreement score0.069
Threshold uncertainty score0.138

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0200.036
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0130.026
Scholarly communication0.0110.006
Open science0.0020.005
Research integrity0.0300.016
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 head0.030
GPT teacher head0.320
Teacher spread0.289 · 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
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
Published2024
Admission routes2
Has abstractyes

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