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Record W2781112312 · doi:10.22145/flr.45.4.10

Justiciability, Access to Justice and the Development of Constitutional Law in Canada

2017· article· en· W2781112312 on OpenAlexaffabout
Gerard Kennedy, Lorne Sossin

Bibliographic record

VenueFederal Law Review · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicJudicial and Constitutional Studies
Canadian institutionsYork UniversityPierre Elliott Trudeau Foundation
Fundersnot available
KeywordsCharterLawDutyJusticiabilityPolitical scienceGovernment (linguistics)Common lawContext (archaeology)Rule of lawEconomic JusticeHuman rightsPolitics

Abstract

fetched live from OpenAlex

Abstract Concentrating on Canadian experience, specifically litigation under the Canadian Charter of Rights and Freedoms (the ‘Charter’), this article seeks to reconcile the access to justice benefits of summary procedures with the government litigant's duty to act in the public interest (or as a ‘model litigant’) and uphold the rule of law. Though acknowledging the benefits that can result from the use of summary procedures to end litigation, the authors observe that compliance with strict requirements in procedural law are frequently dispensed with in the Charter context. In fact, summary procedures can have a devastating effect on the development of Charter rights. The authors ultimately posit that the government should have a duty of restraint in using summary procedures to end public law litigation, and courts should be reluctant to permit the government to preclude such litigation aimed at advancing the evolution of the Charter from reaching hearings on the merits.

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)0.005
metaresearch head score (Gemma)0.018
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 score0.173
Threshold uncertainty score0.960

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.018
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.004
Science and technology studies0.0200.017
Scholarly communication0.0110.002
Open science0.0020.003
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0110.000

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 head0.078
GPT teacher head0.364
Teacher spread0.286 · 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

Citations2
Published2017
Admission routes2
Has abstractyes

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