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Record W7071226867

Resetting the Foundations: Renewing Freedom of Expression under Section s.2(b) of the Charter

2022· article· en· W7071226867 on OpenAlexaboutno aff

Bibliographic record

VenueeYLS (Yale Law School) · 2022
Typearticle
Languageen
FieldMaterials Science
TopicClay minerals and soil interactions
Canadian institutionsnot available
Fundersnot available
KeywordsCharterJurisprudencePower (physics)LegislatureSection (typography)Expression (computer science)Process (computing)Fundamental rights
DOInot available

Abstract

fetched live from OpenAlex

The 40th anniversary of the Canadian Charter of Rights and Freedoms on April 17, 2022 is a time for reckoning, and an opportunity to ready s.2’s fundamental freedoms for the future. In particular, this article offers a moment of pause to invest in s.2(b)’s guarantee of expressive freedom and its renewal. The discussion begins by addressing s.2(b)’s “fault lines”, which are embedded in the jurisprudence at both stages of the analysis – breach as well as justification. What then follows is a proposal for renewal that begins, under s.2(b), with a theory or principle of freedom and a revised approach to the question of breach. Specifically, the proposal eliminates Irwin Toy’s purpose-effects test and replaces it with s.2(a)’s standard of infringement, from Syndicat Northwest v. Amselem. To complete s.2(b)’s renewal it is necessary, under s.1, to eliminate the contextual approach and re-invigorate the Oakes test. Taking these steps and engaging this process of renewal can place s.2(b) on principled foundations and constrain the power of legislatures and regulators to infringe the Charter’s guarantee of expressive freedom.

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 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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.096
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 studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.027
GPT teacher head0.278
Teacher spread0.250 · 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 teacher head, not a consensus.

Study designBench or experimental
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

Citations0
Published2022
Admission routes1
Has abstractyes

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