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The Right to Protest, Freedom of Expression, and Freedom of Association

2017· book-chapter· en· W2766000939 on OpenAlexaffabout
Jamie Cameron, Nathalie Des Rosiers

Bibliographic record

VenueOxford University Press eBooks · 2017
Typebook-chapter
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsUniversity of OttawaYork University
Fundersnot available
KeywordsJurisprudenceCharterSupreme courtFreedom of associationDissentPolitical scienceLawSection (typography)Context (archaeology)Fundamental rightsHuman rightsFreedom of expressionSociologyHistoryPoliticsBusiness

Abstract

fetched live from OpenAlex

Abstract Freedom of expression and freedom of association are guaranteed by section 2 of the Charter of Rights and Freedoms. These freedoms are closely related, conceptually and philosophically, but evolved in different directions under the Charter. Whereas section 2(b)’s guarantee of expressive freedom generated a rich jurisprudence across diverse issues, section 2(d)’s attention focused on associational freedom in the context of labour union activities. The authors draw on a pocket of section 2(b) case law on picketing and other labour-related expressive activities to bring these guarantees into comparison. In doing so, they comment on the Supreme Court of Canada’s interpretation of each guarantee, including the constitutionalization of key aspects of labour relations under section 2(d). In addition, the authors critique the Court’s jurisprudence, emphasizing the central importance of protecting protest and dissent activities under both guarantees.

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)0.003
metaresearch head score (Gemma)0.003
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 score0.091
Threshold uncertainty score0.181

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0050.034
Scholarly communication0.0100.003
Open science0.0010.003
Research integrity0.0040.005
Insufficient payload (model declined to judge)0.0100.001

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 head0.016
GPT teacher head0.231
Teacher spread0.215 · 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

Citations0
Published2017
Admission routes2
Has abstractyes

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