Authenticity on the Line: Women Workers, Native "Scabs," and the Multi-ethnic Politics of Identity in a Left-Led Strike in Cold War Canada
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
A 1964 strike by women workers in Dunnville, Ontario provides an exceptional perspective on the complex ways in which class, gender, and ethnicity unite in the construction of identity. The women strikers drew on left-wing traditions of feisty femininity to claim an identity as real workers and authentic unionists while also embracing multi-ethnic identities that distinguished them from the Anglo-Celtic middle class. Their claims to authenticity challenged pervasive assumptions, including those of their union brothers, who defined labor militancy as implicitly male and distorted memories of the strike. Yet the limits on the women's own constructions of these identities are evident in their inability to perceive the Native women who scabbed during the strike as workers. By contrasting the ways in which identity was claimed, assigned, and contested by different groups of workers, this story problematizes categories of identity that are often used uncritically in labor history.
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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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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