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Record W4385510027 · doi:10.60082/2563-8505.1429

Rigour Required: Recent Direction from the Supreme Court of Canada on Binding and Non-Binding Sources of International Law in Charter Interpretation

2022· article· en· W4385510027 on OpenAlexaboutno aff
Ravi Amarnath, Courtney Harris

Bibliographic record

VenueSupreme Court law review · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Law and Aviation
Canadian institutionsnot available
Fundersnot available
KeywordsSupreme courtLawCharterPolitical science

Abstract

fetched live from OpenAlex

It is not uncommon for parties to plead principles of international law to inform a court’s analysis of the Canadian Charter of Rights and Freedoms (the “Charter”). However, commentators have long expressed concern about the Supreme Court of Canada’s lack of clarity on how it uses international human rights law and for what purpose in Charter interpretation. This paper addresses how a divided Supreme Court of Canada in Quebec (Attorney General) v. 9147-0732 Québec inc. (“9147-0732 Québec inc.”) attempted to clarify when it is appropriate for a court to use international law to interpret the scope of a Charter protection and how this should be done. The paper is set out as follows: Part II sets out the background of the case, while Part III discusses the judgments of the lower courts. Part IV of the paper explains the disagreement between the majority and concurring justices in the Supreme Court’s judgment on the role of international law in Charter interpretation, while Part V analyzes the disagreement between the majority and concurring justices and the implications of the majority’s holding in 9147 for future cases.

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)0.066
metaresearch head score (Gemma)0.092
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 score0.158
Threshold uncertainty score0.976

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0660.092
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.008
Science and technology studies0.0260.041
Scholarly communication0.0300.010
Open science0.0060.006
Research integrity0.0170.032
Insufficient payload (model declined to judge)0.0060.001

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 head0.021
GPT teacher head0.283
Teacher spread0.262 · 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
Published2022
Admission routes1
Has abstractyes

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