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Record W2283811197

Exiting the Freedom of Association Labyrinth: Resurrecting the Parallel Liberty Standard Under 2(D) & Saving the Freedom to Strike

2013· article· en· W2283811197 on OpenAlexaboutno aff
Benjamin J. Oliphant

Bibliographic record

VenueSSRN Electronic Journal · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsnot available
Fundersnot available
KeywordsFreedom of associationSupreme courtCollective bargainingLawFreedom of contractPolitical scienceCharterState (computer science)Law and economicsDoctrineLegislatureConstitutional rightLabour lawSociologyHuman rights
DOInot available

Abstract

fetched live from OpenAlex

Following the constitutionalization of rights to unionize in Dunmore v. Ontario (AG), and collective bargaining in Health Services and Support – Facilities Subsector Bargaining Assn v British Columbia and Ontario (AG) v. Fraser, the question of whether the Charter contains a freedom to strike has been thrust into the constitutional limelight. This paper seeks to assess the present state of the Supreme Court of Canada's section 2(d) doctrine, with specific reference to collective action in the public sector. In particular, it will propose that the 'parallel liberty' definition - the freedom to do with others what one is free to do alone - is a principled default approach to section 2(d), that should be deviated from only in exceptional circumstances. It is argued that this standard maintains consistency with the Court's approach to other fundamental freedoms, recognizes the important distinction between freedoms and rights, and fortuitously avoids the complete usurpation of the legislative role in defining the scope and bounds of collective bargaining. At the same time, the parallel liberty standard would provide meaningful recourse where the fundamental freedom of employees to act collectively as they are free to act together, such as through back-to-work orders, has been infringed.

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)0.010
metaresearch head score (Gemma)0.015
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: Other · Consensus signal: Other
Teacher disagreement score0.366
Threshold uncertainty score0.727

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0090.029
Scholarly communication0.0150.006
Open science0.0020.008
Research integrity0.0090.010
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 head0.013
GPT teacher head0.271
Teacher spread0.258 · 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
GenreOther

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

Citations1
Published2013
Admission routes1
Has abstractyes

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