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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 OpenAlexvenueaboutno aff
Richard Moon

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.

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)0.018
metaresearch head score (Gemma)0.033
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 score0.018
Threshold uncertainty score0.095

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0180.033
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0060.071
Scholarly communication0.0160.013
Open science0.0030.007
Research integrity0.0110.011
Insufficient payload (model declined to judge)0.0040.001

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 head0.058
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

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

Citations13
Published2002
Admission routes2
Has abstractyes

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Same venueOsgoode Hall law journalSame topicFreedom of Expression and DefamationFrench-language works237,207