Party Talk: Assessing the Feminist Rhetoric of Women Leadership Candidates in Canada
Bibliographic record
Abstract
Abstract. This study examines public statements by female candidates for the leadership of major federal parties in the period 1975–2006, with reference to the conceptual literature on political representation. Was the willingness of women politicians to voice feminist rhetoric more closely related to extra-parliamentary dynamics, notably the changing fortunes of feminist and antifeminist movements, or to parliamentary factors, including the ideological as well as competitive circumstances of their parties? The empirical discussion suggests feminist content was particularly strong in the language of Rosemary Brown for the NDP in 1975, Kim Campbell for the PCs in 1993 and Martha Hall Findlay for the Liberals in 2006. Overall results point toward the utility of a two-pronged perspective that merges a parliamentary view that centre-left through centre-right parties, as well as those in an opposition or weak governing position, were more likely sites of feminist discourse than hard right and firmly competitive parties, with a movement-focused approach that explains the diminished use of representational rhetoric during this period, even in relatively hospitable parties, with reference to the declining legitimacy of organized feminism. Unlike in the US, women candidates in right parties in Canada did not use their campaigns as vehicles for voicing strong antifeminist positions. Résumé. Cette étude survole la littérature conceptuelle sur la représentation politique et examine ainsi les déclarations publiques faites par les candidates lors des courses à la direction des principaux partis politiques fédéraux pendant la période allant de 1975 à 2006. La volonté des politiciennes d'exprimer la rhétorique féministe était-elle davantage apparentée à la dynamique extra-parlementaire, notamment la force des mouvements féministes et antiféministes, ou plutôt aux facteurs parlementaires comme l'idéologie et la compétitivité de leur parti? La discussion empirique suggère que le contenu féministe était particulièrement important dans le vocabulaire utilisé par Rosemary Brown pour le NPD en 1975, par Kim Campbell pour le PPC en 1993 et par Martha Hall Findlay pour le PLC en 2006. Les résultats indiquent qu'il est utile, pour ce type d'étude, de considérer une fusion des deux approches. La première est une perspective parlementaire, qui suggère que les partis se situant sur le spectre politique entre le centre-gauche et le centre-droit, de même que ceux qui se trouvent dans une position d'opposition ou de gouvernement faible ou minoritaire, sont les plus réceptifs aux discours féministes. La deuxième approche ( movement-focused ) porte son attention sur les mouvements sociaux pour expliquer la diminution de l'utilisation de la rhétorique représentationnelle pendant cette période, et ce, même dans les partis relativement réceptifs au féminisme organisé. Contrairement à la situation aux États-Unis, les candidates à la direction des partis de droite au Canada n'ont pas utilisé la course à l'investiture de leur parti comme tremplin pour exprimer de fortes positions antiféministes.
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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 | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| 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; a candidate call from one teacher head, 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".