Industrial Sunset: The Making of North America's Rust Belt, 1969-1984
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.
Bibliographic record
Abstract
Plant shutdowns in Canada and the United States from 1969 to 1984 led to an ongoing and ravaging industrial decline of the Great Lakes Region. Industrial Sunset offers a comparative regional analysis of the economic and cultural devastation caused by the shutdowns, and provides an insightful examination of how mill and factory workers on both sides of the border made sense of their own displacement. The history of deindustrialization rendered in cultural terms reveals the importance of community and national identifications in how North Americans responded to the problem.Based on the plant shutdown stories told by over 130 industrial workers, and drawing on extensive archival and published sources, and songs and poetry from the time period covered, Steve High explores the central issues in the history and contemporary politics of plant closings. In so doing, this study poses new questions about group identification and solidarity in the face of often dramatic industrial transformation
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.019 | 0.006 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it