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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 OpenAlex
Carissima Mathen

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.886
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0050.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.081
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