Quebec City's Ship Carpenters, 1840 to 1893: Working Class Self-Organization on the Waterfront
Bibliographic record
Abstract
In the mid-nineteenth century, the construction of wooden sailing vessels became the single most important employer in Quebec City. Thousands of people worked as shipwrights in the shipbuilding industry, but ship carpenters were the backbone of the trade. These workers displayed an extraordinary capacity for mobilization, being responsible for some of Canada's earliest labour organizations, starting in 1840 with the Societe amicale et bienveillante des charpentiers de vaisseaux de Quebec. This study demonstrates that ship carpenters' impressive capacity for organization was the result of the trade's remarkable ethnic homogeneity, as no less than 90% of ship carpenters were French Canadian, and most lived together in the working class suburb of Saint Roch. This homogeneity allowed ship carpenters to avoid the bitter internecine conflict that plagued the early labour movement, and allowed them to become part of the vanguard of the Canadian working class.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.012 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 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".