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Record W1609483509 · doi:10.60082/2563-8505.1187

Section 1, Constitutional Reasoning and Cultural Difference: Assessing the Impacts of Alberta v. Hutterian Brethren of Wilson Colony

2010· article· en· W1609483509 on OpenAlexaffabout
Benjamin L. Berger

Bibliographic record

VenueSupreme Court law review · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicMulticultural Socio-Legal Studies
Canadian institutionsYork University
Fundersnot available
KeywordsAdjudicationCharterJurisprudenceSupreme courtLawConstitutionalismIronyPolitical scienceConstitutional lawSection (typography)Economic JusticeSociologyEpistemologyLaw and economicsPhilosophyComputer scienceDemocracy

Abstract

fetched live from OpenAlex

In recent years, freedom of religion jurisprudence has emerged as a key site for the illumination of assumptions and conceptual tensions at work but often unseen within Canadian constitutionalism. This article approaches the Supreme Court of Canada’s decision in Hutterian Brethren as an access point into the relationship between constitutional reasoning and the management of cultural difference. In this decision the Court both expresses what it finds so difficult about religious freedom cases and articulates a substantial shift in the justificatory analysis under section 1 of the Charter. Drawing out and explaining both points, this article exposes a deep irony at the core of the Hutterian Brethren judgment, an irony that betrays the true complexity inherent in the management of religious difference by means of rights-based adjudication. The article concludes by adding the Court’s decision in C. (A.) to the mix, suggesting that the two cases lay bare the enormous ethical demands involved in the adjudication of constitutional claims rooted in deep cultural difference, demands that our courts may not yet be willing or able to meet.

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)0.006
metaresearch head score (Gemma)0.023
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.087
Threshold uncertainty score0.629

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.023
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0170.013
Scholarly communication0.0080.002
Open science0.0030.003
Research integrity0.0040.004
Insufficient payload (model declined to judge)0.0050.000

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 head0.031
GPT teacher head0.353
Teacher spread0.321 · 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 designQualitative
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

Citations5
Published2010
Admission routes2
Has abstractyes

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