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Record W7161345549 · doi:10.7202/1125050ar

Freedom of Association and the Resurrection of Effective Impossibility? A Comment on <i>Société des casinos du Québec</i>

2024· article· en· W7161345549 on OpenAlexaboutno aff
Bethany Hastie, Keegan Nicol

Bibliographic record

VenueOttawa Law Review · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicDigital Economy and Work Transformation
Canadian institutionsnot available
Fundersnot available
KeywordsUndoingSupreme courtImpossibilityFreedom of associationLegislatureSection (typography)Subject (documents)Scope (computer science)Supreme Court Decisions

Abstract

fetched live from OpenAlex

In April 2024, the Supreme Court of Canada released its decision in Société des casinos du Québec , which centres on a challenge to the managerial exclusion under Quebec’s Code du travail . This case is the latest in a growing body of Supreme Court decisions that revisit the scope, content, and threshold for claims under section 2(d) of the Charter , which guarantees freedom of association, and works to enlarge the content of section 2(d) as well as its applicability in contexts outside of traditional labour relations regimes. As we discuss in this comment, Société des casinos du Québec risks undoing much of this work—especially for workers who fall outside of those regimes. We argue that this decision may have implicitly resurrected the threshold of effective impossibility for establishing infringement of section 2(d) in non-statutory contexts. In doing so, it has the potential to create a higher threshold for accessing and exercising rights for workers who are not subject to a legislative framework for labour relations, and thus risks creating a tiered approach to accessing associational rights under section 2(d).

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)0.013
metaresearch head score (Gemma)0.017
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: Commentary · Consensus signal: Commentary
Teacher disagreement score0.987
Threshold uncertainty score0.966

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0130.017
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0020.002
Science and technology studies0.0320.040
Scholarly communication0.0180.005
Open science0.0070.003
Research integrity0.0300.025
Insufficient payload (model declined to judge)0.0090.002

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 head0.010
GPT teacher head0.277
Teacher spread0.268 · 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
GenreCommentary

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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