The shapeliest legs under the council table: Defining the feminist influence on women in British Columbia municipal politics, 1950--1980.
Bibliographic record
Abstract
The complex relationship between politics and feminism in British Columbia between 1950 and 1980 is explored in this thesis, with an emphasis on the media's role in forming the identities of women involved in local government. The careers of Beth Wood of New Westminster, Carrie Jane Gray of Prince George, and Doreen Lawson of Burnaby will be used as examples of how women were expected to maintain a feminine appearance and still demonstrate an aptitude for work that had once been determined best suited for men. Newspaper portrayals of these women often accentuated the differences between women politicians and their male colleagues, making equality a more difficult objective to attain. Even though these women did not appear to advocate feminist causes, by today's standards, however, these women would be considered feminists because of their convictions and actions and by opening the doors of city hall for future generations of women.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.006 |
| Science and technology studies | 0.028 | 0.012 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| 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".