A union's and university's responses to violence against a woman professor: Neoliberal restructuring, hypermasculinity, male privilege and hegemonic inequality
Bibliographic record
Abstract
Abstract Although Eastern Canadian liberal arts universities are portrayed as progressive work environments that cultivate inclusivity and diversity, the corporatisation of these public spaces has transformed them from institutions that once encouraged pluralism and acceptance among all social groups to spaces that unevenly distribute privileges among faculty and students based on ascribed characteristics, social class, and adherence to cisnormative and heteronormative expectations. Under neoliberal reforms, universities and unions adopt their own policies and procedures that legitimate institutional power abuse over marginalised women Contract Limited Term (CLT) assistant professors. Using material evidence from complaints filed with a province's Human Rights Commission and Labour Board, this critical autoethnographic case study explores the institutionalised responses to a disenfranchised woman CLT's discrimination and harassment by a student, departmental chair, faculty and university staff. A theory of genocidal mobbing is developed to conceptualise the organisational processes and practices that maintain the status quo of white heteropatriarchy and disentitle women CLTs to safety, equality and fair representation by their unions. Genocidal mobbing is efficient, because misogynistic administrators only require weaponising one disgruntled student, and effective, because administrators utilise the most fatal and insidious of gendered narcissistic abuse: gaslighting. The current neoliberal climate within academia puts marginalised women faculty at increased risk of genocidal mobbing from those with institutional power and from students with ethnic/racial and/or economic privilege. This article illuminates the union's culpability in the genocidal mobbing of women CLTs disenfranchised by multiple marginalised intersectional identities. Implications for future research and on policy are presented.
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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 | 0.005 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.027 | 0.025 |
| Scholarly communication | 0.008 | 0.003 |
| Open science | 0.001 | 0.009 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.005 | 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".