Bibliographic record
Abstract
The Lingan strike of 1882–83 was the last in a series of strikes over a two-decade period on Cape Breton Island’s Sydney coalfield. With the use of untapped local sources, this article reconstructs the history of this understudied strike within a broader history of social relations on the coalfield. The migration of labourers from the island’s backland farms – predominantly from Highland enclave settlements – to the coal mines played a decisive role in shaping the era’s new coal mining villages and the character of social conflict. By the early 1880s, structural change associated with National Policy industrialism was eroding the old authority of the coal operators, and miners embraced the Provincial Workmen’s Association (pwa) to advance their claims in long-standing and highly localized contestations. Ultimately the coal communities themselves imposed the emergent trade unionism. The Lingan strike marked a transition to a new political order on the coalfield, structured by the place of the coal mines within the wider Cape Breton countryside and built upon a powerful localism and moral economy that recast the public sphere and the miners’ place in it.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.026 | 0.020 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".