Feminist history in Canada : new essays on women, gender, work, and nation
Bibliographic record
Abstract
Introduction: Productive Pasts and New Directions / Catherine Carstairs and Nancy Janovicek 1 James Douglas, Amelia Connolly, and the Writing of Gender and Women's History / Adele Perry 2 Using Diaries to Explore the Shared Worlds of Family and Community in Nineteenth-Century New Brunswick / Gail G. Campbell 3 A Little Offensive and Defensive Alliance: Friendship, Professional Networks, and International Child Welfare Policy / Karen Balcom 4 Necessity of Going: Julia Grace Wales's Transnational Life as a Peace Activist and a Scholar / Lorna R. McLean 5 Feminist Ideals and Everyday Life: Professional Women's Feminism at Victoria College, University of Toronto, 1900-40 / Catherine Gidney 6 Singleness and Choice: The Impact of Age, Time, and Class on Three Female Youth Diarists in 1930s Canada / Heidi MacDonald 7 Sexual Spectacles: Saleswomen in Canadian Department Store Magazines between 1920 and 1950 / Donica Belisle 8 Gender and the Career Paths of Professors in the Ecole de service social at Laval University, 1943-72 / Helene Charron 9 Teaching June Cleaver, Being Hazel Chong: An Oral History of Gender, Race, and National Character / Kristina R. Llewellyn 10 The Ontario Women's History Network: Linking Teachers, Scholars, and History Communities / Rose Fine-Meyer 11 Fighting the Corset of Victorian Prejudice: Women's Activism in Canadian Engineering during the Pioneering Decades (1970s-80s) / Ruby Heap 12 Ad Hoc Activism: Feminist Citizens Respond to the Meech Lake Accord in New Brunswick / Anthony S.C. Hampton 13 To Help and to Serve: Women's Career Paths in the Domestic Services Sector in Quebec City, 1960-2009 / Catherine Charron Contributors Index
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.004 | 0.012 |
| Science and technology studies | 0.030 | 0.019 |
| Scholarly communication | 0.010 | 0.003 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.017 | 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".