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Record W3133310903

Higher Racism: The Case of the University of British Columbia— On the Wrong Side of History but Right Side of Optics

2021· article· en· W3133310903 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.
venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueWorkplace · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicHigher Education Governance and Development
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsRacismInsiderSociologyElitePrejudice (legal term)NarrativeCritical race theoryPublic relationsPolitical scienceGender studiesLawPolitics
DOInot available

Abstract

fetched live from OpenAlex

Higher education “elites often see themselves as moral leaders and will therefore generally dissociate themselves from anything that has to do with racism as they define it.” In this era of Black Lives Matter (BLM), this narrative is especially comforting for the managers as they invest in optics to sustain rankings and revenue. This article specifically draws on the case of the University of British Columbia (UBC) to address the racial demographics of hiring and appointing African ethnic and diasporic faculty and administrators. We provide various examples of how the institution functions through racial bias and prejudice but argue that leaving the explanation to structural or systemic racism makes it too easy to deny elite individual and everyday racism, especially racist attitudes and decisions of the managers and their means of employment discrimination. Insider knowledge of employees is crucial as managers respond to racism within their workplaces. In this case, as UBC managers try to get out in front of BLM and control the optics, it’s important to provide a critical analysis of reality and recent history of administrative inaction. Finally, we articulate concerns that managers are preferring to isolate and shield themselves from critical conversation and critique of mismanagement.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.162
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.013
GPT teacher head0.227
Teacher spread0.214 · 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