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Record W4408092878 · doi:10.60082/2563-8505.1444

Council of Canadians with Disabilities: Another Reminder to Resolve Cases on the Merits

2024· article· en· W4408092878 on OpenAlexaboutno aff
Gerard J. Kennedy

Bibliographic record

VenueSupreme Court law review · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicMulticultural Socio-Legal Studies
Canadian institutionsnot available
Fundersnot available
KeywordsPsychologyPolitical science

Abstract

fetched live from OpenAlex

In British Columbia (Attorney General) v. Council of Canadians with Disabilities, Wagner C.J.C., for a unanimous Supreme Court of Canada, granted public interest standing to the Council of Canadians with Disabilities to challenge the constitutionality of provisions of British Columbia statutes that authorize physicians to subject patients with mental disabilities to psychiatric treatment without their consent or the consent of a substitute decision-maker. In many ways, the decision is simply a doubling-down on Cromwell J.’s unanimous decision a decade earlier in Canada (Attorney General) v. Downtown Eastside Sex Workers United Against Violence Society. This paper explains the holdings in Council of Canadians with Disabilities and how litigants can use the case in the future. It then notes how the decision is in many ways a helpful, if unfortunately necessary, reminder of sensible precedent as much as it is breaking any new doctrinal ground. It is then argued that this case is part of a trend that is not only about standing: it is about using principles of civil procedure to resolve cases on their merits. There should be no expectation that such uses will necessarily result in victories for claimants whose standing is “public interest”. But there should be an expectation that merits-based resolution of civil claims will be the norm. After querying the costs analysis, it is ultimately posited that Council of Canadians with Disabilities is normatively satisfying and accords with the purposes of civil procedure.

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)0.010
metaresearch head score (Gemma)0.028
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 score0.893
Threshold uncertainty score0.395

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.028
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0430.023
Scholarly communication0.0150.009
Open science0.0040.006
Research integrity0.0270.032
Insufficient payload (model declined to judge)0.0050.001

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 head0.115
GPT teacher head0.332
Teacher spread0.217 · 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 routes1
Has abstractyes

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