Transforming Catholic women's education in the sixties: Sister Catherine Wallace's feminist leadership at Mount Saint Vincent University
Bibliographic record
Abstract
Sister Catherine Wallace (1917-91) was president of Mount Saint Vincent University (MSVU), Canada’s only degree-granting women’s post-secondary institution, from 1965 to 1974. Wallace’s appointment coincided with a transformative era not only in the North American post-secondary landscape, but also in the Roman Catholic Church and the women’s movement. Wallace was acutely aware that this combination of factors would require a transformation of MSVU itself for the institution to survive the next decade. Wallace ultimately strengthened MSVU’s identity and gave it a more outward-looking vision by embedding many of the goals of second-wave feminism, including the recommendations of the Report of the Royal Commission on the Status of Women in Canada (1970), in the University’s renewal. She also gave the university a more national profile through her work on the executive of the Association of Universities and Colleges of Canada (AUCC), including in 1973 as their first woman president.
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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 | 0.004 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.038 | 0.013 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.008 |
| Insufficient payload (model declined to judge) | 0.004 | 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; 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".