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Record W4385510024 · doi:10.60082/2563-8505.1428

Equality before the Charter: Reflections on Fraser v. Canada (Attorney General)

2022· article· en· W4385510024 on OpenAlexaboutno aff
Carissima Mathen

Bibliographic record

VenueSupreme Court law review · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicMulticultural Socio-Legal Studies
Canadian institutionsnot available
Fundersnot available
KeywordsJurisprudenceLawSupreme courtCharterSociologyPolitical scienceEqual Protection Clause

Abstract

fetched live from OpenAlex

Since Andrews v. Law Society of BC, the Supreme Court’s section 15 jurisprudence has been marked by inconsistency, judicial disagreement, and scholarly criticism. In Fraser v. Canada, female RCMP offıcers challenged a policy that prevented access to full-time pension benefits. Refining the concept of adverse impact discrimination and drawing on evidence of women’s economic disadvantage, the majority found that the policy constituted sex discrimination. While Justice Abella’s majority judgment has been hailed as a major victory, Justices Brown and Rowe’s dissent sharply criticized the concept of ‘substantive equality’, confirming longstanding divisions. This paper uses Fraser to reflect on the narrative of substantive equality. First, it re-examines the oft-maligned cases decided under the Canadian Bill of Rights. The prevailing story – that the Bill of Rights jurisprudence relied on a narrow, ‘formal equality’ model which was then remedied by the Charter’s section 15 – is incomplete. A closer examination reveals a complex conceptualization of ‘equality before the law’ in pre-Charter jurisprudence. Second, the paper proposes that the principle of ‘equality before the law’, with its focus on identical standards and equal treatment, remains a powerful and necessary concept. Unsettling the strict dichotomy between substantive and formal equality, the paper concludes, can help to reveal the true nature of the Court’s continuing division on how to apply section 15’s guarantee of equality.

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)0.011
metaresearch head score (Gemma)0.016
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 score0.238
Threshold uncertainty score0.883

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.016
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.004
Science and technology studies0.0760.047
Scholarly communication0.0200.007
Open science0.0060.006
Research integrity0.0270.028
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 head0.081
GPT teacher head0.366
Teacher spread0.285 · 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

Citations11
Published2022
Admission routes1
Has abstractyes

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