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Record W4391930757 · doi:10.1080/0023656x.2024.2319286

Worker ownership in North America: the cases of Weirton Steel (West Virginia) and Algoma Steel (Ontario)

2024· article· en· W4391930757 on OpenAlex
Gregory S. Wilson, Steven High

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueLabor History · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsConcordia University
Fundersnot available
KeywordsWest virginiaArchaeologyGeography

Abstract

fetched live from OpenAlex

During the last quarter of the 20th century, worker ownership emerged as a popular option for North American workers trying to save their mills or factories from closing. Most of these efforts eventually failed, sometimes at great financial cost to workers who gambled away their savings or pensions. Yet a few worker buyouts succeeded over the long term. This article examines two of these success stories, one on either side of the Canada-United States border, while situating them within the wider history of worker ownership in North America. When the United Steelworkers of America engineered the worker buyout of Algoma Steel in 1992, Canada’s third largest integrated steel-maker, it became the largest worker owned industry in North America. Before that, Weirton Steel had been the largest since 1984 when independent steelworkers there bought the mill from National Steel. If worker ownership offered short-termed relief to workers facing plant closings, its longer-term viability is highly suspect. Many worker-owned firms shut during the next down-turn. Both Weirton and Algoma eventually reverted back to corporate ownership, albeit this time inside Indian-based multinationals, but worker ownership saved the two steel mills and helped modernize them.

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.

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 score0.712
Threshold uncertainty score0.846

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)0.0010.000

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 head0.256
Teacher spread0.232 · 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