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Record W3177423393 · doi:10.15173/glj.v12i2.4042

Transnational Labour Solidarity as Transformative Practice: Reframing the Role of Labour Transnationalism

2021· article· en· W3177423393 on OpenAlexaffvenueabout
Katherine Nastovski

Bibliographic record

VenueGlobal Labour Journal · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsYork University
Fundersnot available
KeywordsTransnationalismSolidaritySociologyPolitical economyGlobalizationPolitical scienceContext (archaeology)PoliticsGender studiesLaw

Abstract

fetched live from OpenAlex

In the 1980s and 1990s, a significant number of rank-and-file trade union activists in Canada became actively engaged in various forms of international labour solidarity. This activity, the end of the Cold War and the increasing impacts of neo-liberal globalisation combined to spark hopes for greatly expanding practices of labour transnationalism. This vision of transnationalising trade union organisation has not materialised and, in fact, inside Canadian unions there has been declining faith in the possibilities of building transnational solidarity. Starting with an analysis of the dominant dichotomies underlying the literature on labour transnationalism, I suggest that stepping outside these dichotomies can provide a different way of assessing the role of transnational labour solidarity within broader struggles for workers’ justice. In this article, drawing upon the case of transnational political solidarities built by workers inside Canadian unions in the 1980s and 1990s, I argue that assessing transnational practices with a longer view to class formation and the goals of workers’ emancipation can help to expand conceptions of what constitutes successful transnational practice. Such a reassessment of the role of labour transnationalism is particularly timely in the current context of right-wing populism.

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)0.011
metaresearch head score (Gemma)0.008
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.064
Threshold uncertainty score0.180

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.008
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.003
Science and technology studies0.0190.132
Scholarly communication0.0200.019
Open science0.0030.020
Research integrity0.0050.008
Insufficient payload (model declined to judge)0.0030.000

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 head0.008
GPT teacher head0.312
Teacher spread0.303 · 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
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

Citations6
Published2021
Admission routes3
Has abstractyes

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Same venueGlobal Labour JournalSame topicLabor Movements and UnionsFrench-language works237,207