MétaCan
Menu
← Back to cohort
Record W2152587049

Rethinking Unions: Contradiction, Leadership, Narratives and the Case of UFCW Local 401

2015· article· en· W2152587049 on OpenAlexaboutno aff
Jason Foster

Bibliographic record

VenueSaint Mary's University Institutional Repository (Saint Mary's University) · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsnot available
Fundersnot available
KeywordsContradictionNarrativePolitical scienceEpistemologySociologyPhilosophyLinguistics
DOInot available

Abstract

fetched live from OpenAlex

Over the past 20 years, the Alberta-based United Food and Commercial Workers Local 401 have revitalized their union through organizing diverse groups of workers in hard-to-organize occupations, increasing involvement in political and community matters and adopting innovative organizing and representation strategies.They have done so with a stable leadership that exhibits autocratic and populist tendencies.The apparent contradictions of autocratic structures and innovative reforms are difficult to explain using existing explanations of union renewal and concepts of union forms.This in-depth study examines Local 401 in an effort to explain the unexpected patterns.Using a variety of methods, including Critical Narrative Analysis, the study reveals that unions may be more fluid and dynamic than the existing literature acknowledges.The study concludes the business union-social union duality common in industrial relations theory needs to be replaced by a more flexible, more multi-layered conceptualization of union behaviour.Unions exhibit elements of both social and business unionism at the same time because they are organizations created at the intersection between structure and action and are always in flux.The study also highlights a possible third path for union renewal, coined "accidental revitalization", where local-initiated renewal can occur without planned intention and within a context of stable local leadership.Third, the study explores the role narratives play in resolving apparent contradictions in union behaviour by constructing internal logics and how narratives contribute to the production and re-production of power dynamics within unions.

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)0.008
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.057
Threshold uncertainty score0.171

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.012
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.003
Science and technology studies0.0440.044
Scholarly communication0.0130.008
Open science0.0030.013
Research integrity0.0050.006
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 head0.033
GPT teacher head0.225
Teacher spread0.192 · 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 designQualitative
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

Explore more

Same venueSaint Mary's University Institutional Repository (Saint Mary's University)→Same topicLabor Movements and Unions→French-language works237,207→