The Road Not Taken: Pearl McGill and the Promise of Inclusive Unionism, 1894–1914
Bibliographic record
Abstract
Abstract Pearl McGill's path from an officer in a union affiliated with the American Federation of Labor (AFL) to an organizer for the Industrial Workers of the World (IWW) offers an alternative lens through which to view industrial unionism at the critical juncture of the legendary “Bread and Roses” strike in Lawrence, Massachusetts. Her role in the strikes of button workers in Iowa and textile workers in New England between 1911 and 1913 shines a light on the ways in which grassroots activists invested hope that AFL “federal labor unions” (local unions directly affiliated with the national AFL) might serve as a vehicle for their inclusive union aspirations. Her contribution enhances our understanding of the strategies of the Women's Trade Union League (WTUL) and the contested terrain of ethnicity and gender on which its leaders sought to organize women factory workers, constrained as they were by their loyalty to the AFL.
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How this classification was reachedexpand
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.006 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".