Radical care as epistemic justice: a queer and trans refusal of neoliberalism, whiteness and the settler-colonial gaze
Bibliographic record
Abstract
This paper weaves together lineages of queer and trans theories through the lived experiences of a queer, trans, genderqueer, disabled, neurodivergent scholar of color. I share testimonies of epistemic injustice as a K-12 and university student which, while lifesaving in some ways, reinscribed neoliberal notions of individualized care through the cis-het white, necropolitical, settler-colonial gaze. These acts illustrate the extent to which queer, trans, disabled, neurodivergent and racialized people are hermeneutically marginalized through discursive, relational educational understandings of care that employ a neoliberal, white, colonial, cisheterosexist lens. I also provide insights into queered and transgressive forms of care that refuse the limitations of white, colonial, cisheterosexist ideology and demand epistemic justice. Overall, the paper offers innovative ways to think about epistemic injustice and care as interrelated ethical problems in educational institutions.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.006 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".