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Record W3124006722 · doi:10.60082/2817-5069.1439

Justified Limits on Free Expression: The Collapse of the General Approach to Limits on Charter Rights

2002· article· en· W3124006722 on OpenAlex

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.

venuePublished in a venue whose home country is Canada.
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

VenueOsgoode Hall law journal · 2002
Typearticle
Languageen
FieldSocial Sciences
TopicFreedom of Expression and Defamation
Canadian institutionsnot available
Fundersnot available
KeywordsCharterExpression (computer science)AdjudicationLaw and economicsHarmIndividualismLawAgency (philosophy)SociologyPolitical scienceHuman rightsDeferenceEpistemologyPhilosophyComputer science

Abstract

fetched live from OpenAlex

The author argues that the apparent collapse or erosion of the Oakes test reflects the problem of fitting a right such as freedom of expression, which is social and relational in character, into a structure of constitutional adjudication, which is built on an individualist conception of rights. In the leading Canadian freedom of expression cases, the task for the courts under section I is not simply to strike the proper balance between competing interests, but rather to resolve the single but complex question of whether the expression contributes to, or undermines, human agency or autonomous judgment. In these cases, the "value" of expression and the "harm" of expression are not distinct issues, but rather two sides of the same basic issue. Whether expression is more likely to contribute to insight and judgment or to manipulate and lead to an unreflective response is a relative judgment that will depend significantly on the social and economic circumstances in which it occurs. This issue fits awkwardly within an adjudicative structure that is based on an individual liberty model of rights. The author argues that this awkwardness accounts for the "erosion" of the Oakes test in freedom of expression cases and more specifically for the court's increasing, and inadequately justified, deference to legislative judgment under section 1.

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
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.966
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 studies0.0020.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.058
GPT teacher head0.281
Teacher spread0.223 · 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