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Record W6996724077

The “stiff-necked parson” and the “stiff-necked” state: religious freedom and the protection of State power and authority

2024· article· en· W6996724077 on OpenAlexaboutno aff

Bibliographic record

VenueFigshare · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicMulticultural Socio-Legal Studies
Canadian institutionsnot available
Fundersnot available
KeywordsConstitutionLegitimacyAppealInterpretation (philosophy)Power (physics)State (computer science)Reading (process)Balance (ability)
DOInot available

Abstract

fetched live from OpenAlex

Constitutions are meant to endure, providing both stability and adaptability. Their public legitimacy depends on the ability of the courts and other interpreters to get this balance right. Why, then, has Canada’s constitution – only four decades old – produced so many surprises? Canada’s Surprising Constitution investigates unexpected interpretations of the Constitution Act, 1982 by the courts. In this illuminating collection of essays, leading scholars reflect on these surprising interpretations, focusing on fundamental freedoms; equality, Aboriginal, and language rights; structural features of the Charter; as well as the courts’ approach to the interpretation of the Constitution. The public legitimacy of the Constitution requires that it be seen as both relevant, as circumstances change, but also true to the values it embodies. The responsibility for getting this balance right lies not only with judges but also with legislatures, executives, scholars, advocates, and public interest organizations. The thoughtful work of this volume is crucial in identifying, accounting for, and – looking ahead – anticipating potential surprises. Its thorough analysis also offers a view of the Constitution in action. This wide-ranging collection will appeal to legal scholars and is essential reading for constituional experts. It will also find an audience amoung academics in political science and Canadian history.

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)0.001
metaresearch head score (Gemma)0.002
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: Other · Consensus signal: Other
Teacher disagreement score0.506
Threshold uncertainty score0.993

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0090.034
Scholarly communication0.0060.002
Open science0.0010.002
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0030.000

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 head0.028
GPT teacher head0.289
Teacher spread0.261 · 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
GenreOther

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
Published2024
Admission routes1
Has abstractyes

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