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Record W7038844087

Labour and Employment Law: Cases, Materials, and Commentary, 9th ed.

2018· article· en· W7038844087 on OpenAlexaboutno aff

Bibliographic record

VenueeYLS (Yale Law School) · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicDigital Economy and Work Transformation
Canadian institutionsnot available
Fundersnot available
KeywordsLabour lawCasebookCharterCollective bargainingCommon lawFreedom of associationInternational lawPublic law
DOInot available

Abstract

fetched live from OpenAlex

Since the publication of the first edition in 1970, Labour and Employment Law: Cases, Materials, and Commentary has become the standard resource for labour and employment law courses across Canada. Prepared by a national group of academics — the Labour Law Casebook Group — the book has continued to evolve with each new edition, reflecting the considerable changes that have occurred in Canadian workplaces and the laws governing them. A great many changes throughout the book respond to the numerous developments in labour and employment law since 2011. The most high-profile of these has been the set of Charter decisions that extend the protection of freedom of association to include the right to choose an independent bargaining agent and the right to strike, and which rely significantly on international labour standards in doing so. Additionally, this new edition responds to the growing importance of international and transnational law with a completely revised chapter; focuses on the gig economy and the proliferation of contracting networks that have fissured workplace relations; provides examples of caselaw and policy discussions grappling with the reach of legal responsibility to workers in these new relationships; and deepens the treatment of the rights of dependent contractors at common law and under labour and employment legislation. New cases and other source material have been added, and material that appeared in previous editions has been updated. The result is a comprehensive and thoroughly contemporary volume that benefits from over forty-five years of use in law schools across the country, while at the same time taking advantage of cutting-edge scholarship in assessing issues of contemporary concern. [From Labour and Employment Law 9/e - Irwin Law]

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)0.002
metaresearch head score (Gemma)0.007
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: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.057
Threshold uncertainty score0.158

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.007
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.005
Science and technology studies0.0050.003
Scholarly communication0.0070.005
Open science0.0020.003
Research integrity0.0060.004
Insufficient payload (model declined to judge)0.0470.029

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 head0.014
GPT teacher head0.260
Teacher spread0.246 · 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

Citations0
Published2018
Admission routes1
Has abstractyes

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