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Record W2122430379

Sui Not-So-Generous: The Unconstitutionality of Canadian Court Martial Jury Trials

2009· article· en· W2122430379 on OpenAlexaboutno aff
Mike Madden

Bibliographic record

VenueSSRN Electronic Journal · 2009
Typearticle
Languageen
FieldSocial Sciences
TopicCriminal Law and Evidence
Canadian institutionsnot available
Fundersnot available
KeywordsJuryLawPolitical scienceAppealCharterDemocracyAdversarial systemJury trialTribunalJurisdictionEconomic JusticePolitics
DOInot available

Abstract

fetched live from OpenAlex

In April 2008, the Court Martial Appeal Court (CMAC) decided that the Prosecution's authority elect mode of trial (judge alone, or judge with panel of fact-triers) denied an accused Canadian Forces (CF) member of his right a fair trial in a way that was inconsistent with principles of fundamental justice, contrary ss. 7 and 11(d) of the Canadian Charter of Rights and Freedoms. The CMAC decision, by forcing an accused now make an election as mode of trial, has created an environment in which military jury trials may become much more prevalent, so all stakeholders within the military justice system now have a renewed incentive satisfy themselves that such trials adhere the constitutional principles of fundamental justice. Careful study reveals, however, that military trials by rank-influenced and unrepresentative (jury) panels violate accused CF members' constitutional rights to be presumed innocent until proven guilty according in a fair and public hearing by an independent and impartial tribunal. Furthermore, the Charter violations cannot be saved under s. 1 as reasonable limits prescribed by law that can be demonstrably justified in a free and democratic society. Although General Courts Martial are recognized as part of a legitimately distinct military justice system that has coordinate jurisdiction over elements of Canadian criminal law, the tribunals disproportionately impair constitutional rights of accused personnel.

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)0.029
metaresearch head score (Gemma)0.153
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 score0.943
Threshold uncertainty score0.415

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0290.153
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.004
Science and technology studies0.0230.016
Scholarly communication0.0090.004
Open science0.0040.004
Research integrity0.0080.009
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 head0.061
GPT teacher head0.348
Teacher spread0.287 · 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
Published2009
Admission routes1
Has abstractyes

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