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Record W4249594125 · doi:10.3138/9781487532956-fm

Frontmatter

2020· book-chapter· en· W4249594125 on OpenAlexaff
Lachlan Mackinnon

Bibliographic record

VenueUniversity of Toronto Press eBooks · 2020
Typebook-chapter
Languageen
FieldSocial Sciences
TopicPolitical and Economic history of UK and US
Canadian institutionsCape Breton University
Fundersnot available
KeywordsGeology

Abstract

fetched live from OpenAlex

Closing Sysco presents a history of deindustrialization and working-class resistance in the Cape Breton steel industry between 1945 and 2001.The Sydney Steel Works is at the heart of this story, having existed in tandem with Cape Breton's larger coal operations since the early twentieth century.The book explores the multifaceted nature of deindustrialization; the internal politics of the steelworkers' union; the successful efforts to nationalize the mill in 1967; the years in transition under public ownership; and the confrontations over health, safety, and environmental degradation in the 1990s and 2000s.Closing Sysco moves beyond the moment of closure to trace the cultural, historical, and political ramifications of deindustrialization that continue to play out in post-industrial Cape Breton Island.A significant intervention into the international literature on deindustrialization, this study pushes scholarship beyond the bounds of political economy and cultural change to begin tackling issues of bodily health, environment, and historical memory in post-industrial places.The experiences of the men and women who were displaced by the decline and closure of Sydney Steel are central to this book.Featuring interviews with former steelworkers, office employees, managers, politicians, and community activists, these one-on-one conversations reveal both the human cost of industrial closure and the lingering after-effects of deindustrialization.(Studies in Atlantic Canada History)

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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.151
Threshold uncertainty score0.215

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0040.003
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.8490.720

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 head0.213
Teacher spread0.180 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueUniversity of Toronto Press eBooks→Same topicPolitical and Economic history of UK and US→French-language works237,207→