Tempered radicals and porous boundaries: The challenges and complexities of anti-harassment work in Canadian universities
Bibliographic record
Abstract
Based on research involving an overview of 44 policies at Canadian universities and 21 interviews with anti-harassment practitioners across the country, this thesis explores the challenges faced by anti-harassment practitioners working with legally defined institutional harassment discrimination policies. Anti-harassment work at Canadian universities is complex because practitioners must negotiate institutional demands set out in policy as well as politicized demands from members of marginalized groups both inside and outside the institution. Interviews with practitioners reveal that their daily work in reactive investigation and mediation of complaints as well as their proactive work in educating campus communities may support the less powerful parties to complaints, rather than focusing only on limiting the institution's legal liability. Therefore, although anti-harassment practitioners occupy a boundary role as defined by Fraser (1989), their work is not entirely "ìdepoliticizing". Practitioners' identities, sense of marginalization, and commitment to activist politics contribute to their position as tempered radicals as defined by Meyerson and Scully (1995), helping to explain their commitment to both institutional prerogatives and to empowering marginalized members of the institution. \nThe thesis illustrates how neutralizing neoliberal discourses are infiltrating the equity project and how the work of practitioners intersects with these broader social changes. The origins of harassment and discrimination policies in Canadian universities can be traced to the political activism of groups focusing on feminist, anti-racist, gay and lesbian rights issues, among others. As a result of the work of activist groups to have human rights issues dealt with under human rights law, institutions are legally obligated to institute and enact policies to deal with harassing and discriminatory behaviours and changes to policy are viewed in the context of developments in case law. Institutional policies are currently embedded in a social and political context that is very different from the social context in which sexual, racial, and homophobic discrimination was originally challenged, politicized, and publicized. The advent of neoliberalism sets the stage for the shift of discourses and practices away from those which value equity to those that underscore traditional divisions of power and challenge the demands of so-called "special interest groups". This shift is underscored by concerns about "political correctness" that arise within institutional communities and the broader social context. Perhaps the most obvious of the changes relates to the shift from a focus on equity and human rights to what is termed the "respectful workplace model". The inclusion of personal harassment issues in human rights policies shifts the focus of the policies to issues that are not tied to historical oppressions and can potentially deflect attention from the human rights component of these policies. The challenge is to move beyond a legalistic perspective regarding policy development and to consider changes in the broader social context that influence policy change and the work of anti-harassment practitioners.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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; both teacher heads agree on what is shown here.
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".