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The Structure of Betrayal: Trade Union Bureaucracy and Public Sector Struggles in British Columbia

2009· article· en· W2340793823 on OpenAlexvenueaboutno aff
Chris Hurl

Bibliographic record

VenueStudies in Political Economy · 2009
Typearticle
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsnot available
Fundersnot available
KeywordsBetrayalBureaucracyPolitical scienceTrade unionPublic sectorPolitical economyPublic administrationEconomic historyEconomic systemEconomicsInternational tradeLawPolitics

Abstract

fetched live from OpenAlex

Chris Hurl considers provincial politics in British Columbia. Although a large number of health care and education workers — approximately 40,000 in each case — went on strike in 2004 and 2005, industrial conflict in the province has diminished, although few gains were achieved. Hurl deconstructs three prominent narratives explaining the labour struggles in British Columbia and argues that structure is actively constituted through the course of struggle. In his view, the “absence of positive demands providing an alternative vision of public health care and education prevented these actions from advancing in a broader movement against privatization over the long term.” The lack of such demands, based on an underlying alternative vision, are not the consequence of specific interests, but “the relative weakness of formal and informal structures and strategies capable of challenging the premise of corporatist arguments calling for the harmonization of capital, labour and the state.”

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.636
Threshold uncertainty score0.974

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 studies0.0000.001
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 head0.024
GPT teacher head0.311
Teacher spread0.287 · 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 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

Citations4
Published2009
Admission routes2
Has abstractyes

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