MétaCan
Menu
Back to cohort
Record W4390957837 · doi:10.3138/utlj-2022-0124

Time for a pluralist approach? Judicial review of non-state decision makers in Canada

2024· article· en· W4390957837 on OpenAlexaffvenueabout
Kathryn Chan

Bibliographic record

VenueUniversity of Toronto Law Journal · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicLegal principles and applications
Canadian institutionsUniversity of Victoria
Fundersnot available
KeywordsLawPolitical sciencePrivate lawJurisdictionPublic lawJudicial opinionJudicial reviewAdministrative lawSupreme courtJudicial activismLegal pluralismPluralism (philosophy)Law and economicsSociologyComparative lawLegal realism

Abstract

fetched live from OpenAlex

The doctrinal project of delineating the supervisory jurisdiction of the common law courts and the scholarly project of elucidating the public law–private law divide have had a long and close relationship. The Supreme Court of Canada strengthened this relationship in Highwood Congregation of Jehovah’s Witnesses (Judicial Committee) v Wall, establishing a bright-line test for the availability of judicial review that takes a presumed state/non-state dichotomy as its organizing principle. In this article, I build on existing critiques of the decision, describing how Wall’s categorical paradigm has reduced the judicial oversight of powerful decision makers that have historically been subject to standards of fairness and rationality. However, I also use Wall to raise a more fundamental question, which is whether the public law–private law divide continues to provide the best vocabulary and framework for determining judicial review’s boundaries. I explore legal pluralism, a project that has developed in parallel with the public law–private law scholarship and consider whether it might provide a superior framework for understanding the challenges to practices of normative decision making that lie at the heart of cases like Wall. I argue that legal pluralism is more phenomenologically correspondent than the public law–private law divide with cases involving norm-generating communities and more coherent with the values that the common law supervisory jurisdiction should be seeking to promote.

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)0.024
metaresearch head score (Gemma)0.077
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 score0.166
Threshold uncertainty score0.968

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0240.077
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.004
Science and technology studies0.0290.016
Scholarly communication0.0210.005
Open science0.0040.006
Research integrity0.0060.007
Insufficient payload (model declined to judge)0.0040.000

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 head0.011
GPT teacher head0.258
Teacher spread0.247 · 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

Citations1
Published2024
Admission routes3
Has abstractyes

Explore more

Same venueUniversity of Toronto Law JournalSame topicLegal principles and applicationsFrench-language works237,207