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Record W2269835665

Like Oil on Troubled Water: A Labour Perspective on the Charter Labour Jurisprudence of Justice Louis Lebel

2015· article· en· W2269835665 on OpenAlexaff
Jula Hughes

Bibliographic record

VenueSSRN Electronic Journal · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsUniversity of New BrunswickUniversity of Fredericton
Fundersnot available
KeywordsJurisprudenceCharterLabour lawPolitical scienceSupreme courtLawFreedom of associationHuman rights
DOInot available

Abstract

fetched live from OpenAlex

Justice LeBel has made highly significant and positive contributions to the development of the Supreme Court’s Charter labour jurisprudence. During his tenure, the Labour Trilogy of the 1980s was overturned and the constitutionalization of important labour rights under section 2(d) of the Charter emerged. Justice LeBel led the way towards infusing the jurisprudence with international, comparative and labour history methodologies and alerting it to the implications of globalization. These contributions have fundamentally altered the Court’s views on the basic function of labour law, one that accords with the broad, purposive and liberal construction of other Charter rights as protective of vulnerable interests. He put to rest a very troubled common law history, and overcame an incoherent and narrow early Charter labour jurisprudence. His version of freedom of association can afford to be broad and liberal because its articulated purpose will prevent an application to associational activities that should not be protected while protecting those that advance the legitimate interests of disadvantaged groups. These momentous changes are welcome as they enhance the legitimacy of the Court and the Charter for working people, but they have created some uncertainty about the circumstances in which the Court will depart from constitutional precedent.

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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.961
Threshold uncertainty score0.109

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0200.055
Scholarly communication0.0160.011
Open science0.0020.007
Research integrity0.0120.017
Insufficient payload (model declined to judge)0.0040.000

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 head0.018
GPT teacher head0.295
Teacher spread0.277 · 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 designTheoretical or conceptual
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
Published2015
Admission routes1
Has abstractyes

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