Enacting Equity in Higher Education through Critical Disability Studies: A Critical Community Self-Study
Bibliographic record
Abstract
In this critical community self-study, we describe the development of the Interdisciplinary Disability and Inclusion Research Collaborative (IDIRC) at the University of British Columbia Okanagan. IDIRC is a self-organizing collective involving eleven faculty, students and staff devoted to Critical Disability Studies (CDS) and the relationships between CDS, practice and social change. We ask: What are the social relations, commitments, activities, and research needs of this university's researchers, students and staff in relation to disability and inclusion? Through a constant comparative analysis of interview data we surfaced themes related to the social relations, commitments, activities and research needs of our members. Our findings and discussion illustrate how similar cross-disciplinary groups might build inclusive spaces, which unite staff, graduate students and faculty towards disrupting normativity, interdisciplinarity, and praxis within and beyond academia. IDIRC attends to the embodiment of values and theoretical perspectives that are relational, diversity-positive, intersectional and advocacy-oriented.
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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 | 0.009 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.002 |
| 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".