MétaCan
Menu
← Back to cohort
Record W2519043242

The Entrenchment of Discretion: Prospects for Judicial Appointment Reform after a Trio of References

2016· article· en· W2519043242 on OpenAlexaboutno aff
Josh Hunter, Padraic Ryan

Bibliographic record

VenueSSRN Electronic Journal · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicLegal principles and applications
Canadian institutionsnot available
Fundersnot available
KeywordsSupreme courtDiscretionLawPolitical sciencePrincipal (computer security)MilestoneEconomic JusticeGovernment (linguistics)Separation of powersConstitutional lawConstitution
DOInot available

Abstract

fetched live from OpenAlex

This paper describes the recent history of procedures used for appointments to the Supreme Court of Canada, including the milestone appearance of Justice Rothstein before a committee of parliamentarians. It considers what further reforms are permissible in the absence of constitutional amendments necessitating provincial agreement. It similarly describes the current role played by judicial appointment advisory committees in appointments by the federal government to the superior courts. In light of the recent trilogy of Supreme Court references touching on executive appointments – the Supreme Court Act Reference, the Senate Reference, and the Justice Mainville Reference – we consider what reforms are available for the lower court appointments as well, with reference to the procedures used in other common law jurisdictions and at the provincial level in Canada. Ultimately, we conclude that the principal features of Canada’s current model of discretionary Executive appointment can only be changed by use of the constitutional amending formulae that require provincial consent. The federal government can, however, unilaterally adopt a more independent, transparent, merit-based method of Executive appointment by giving non-binding independent appointments commissions a greater role in the process.

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)0.028
metaresearch head score (Gemma)0.066
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.378
Threshold uncertainty score0.751

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0280.066
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.003
Science and technology studies0.0120.017
Scholarly communication0.0120.008
Open science0.0040.004
Research integrity0.0110.010
Insufficient payload (model declined to judge)0.0100.001

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 head0.011
GPT teacher head0.289
Teacher spread0.277 · 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 designTheoretical or conceptual
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
Published2016
Admission routes1
Has abstractyes

Explore more

Same venueSSRN Electronic Journal→Same topicLegal principles and applications→French-language works237,207→