MétaCan
Menu
Back to cohort
Record W4391359941 · doi:10.1002/rev3.3447

A union's and university's responses to violence against a woman professor: Neoliberal restructuring, hypermasculinity, male privilege and hegemonic inequality

2024· article· en· W4391359941 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueReview of Education · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicGender Diversity and Inequality
Canadian institutionsAcadia University
Fundersnot available
KeywordsSociologyGender studiesHarassmentPrivilege (computing)HegemonyPolitical scienceLaw

Abstract

fetched live from OpenAlex

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.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.548
Threshold uncertainty score0.322

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.052
GPT teacher head0.344
Teacher spread0.291 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it