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Record W2576627221 · doi:10.1177/0143831x16682306

Collective action and labour militancy interrupted: Back-to-work legislation and the state of permanent exceptionalism at Air Canada

2016· article· en· W2576627221 on OpenAlexafffundabout
Andrew Stevens, Andrew Templeton

Bibliographic record

VenueEconomic and Industrial Democracy · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsUniversity of Regina
FundersGovernment of CanadaAustralian Government
KeywordsLegislationExceptionalismRestructuringPoliticsPublic administrationLegislatureWork (physics)Political scienceAmerican exceptionalismState (computer science)LawPolitical economySociologyEngineering

Abstract

fetched live from OpenAlex

Using data collected from survey responses and interviews conducted in 2014, this study examines the consequences of back-to-work legislation from the perspective of customer service workers at Air Canada represented by Unifor Local 2002. By examining union attitudes, opinions of strikes, wildcat actions and back-to-work legislation deployed in 2011 and 2012, the study concludes that this type of legislation functioned to protect the interests of the employer in an ongoing process of corporate restructuring. Such ad hoc legislative measures, defined by political economists as ‘permanent exceptionalism’, further undermines the industrial pluralist regime that is the foundation of Canadian labour relations.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.402
Threshold uncertainty score0.772

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.028
GPT teacher head0.260
Teacher spread0.233 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations2
Published2016
Admission routes3
Has abstractyes

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