Unbearable Lessons: Contesting Fat Phobia in Physical Education
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.
Bibliographic record
Abstract
In this article we examine how fat-phobic discourses in physical education both constitute, and are continually negotiated by, “fat” and “overweight” students. This claim is based on qualitative interviews about memories of physical education with 15 adults in Canada and the U.S. who identified as fat or overweight at some time during their lives. The research draws from feminist poststructuralism, queer theory, and feminist fat theory to examine how students negotiate fat subjectivities in fat-phobic educational contexts. The interviews reveal how fat phobia in physical education is oppressive and makes it extremely difficult for most students to develop positive fat subjectivities in physical education; how weighing and measuring practices work to humiliate and discipline fat bodies; and how fat phobia reinforces normalizing constructions of sex and gender. The interviews also illustrate how some students resisted fat phobia in physical education by avoiding, and sometimes excelling in, particular physical activities. Finally, interviewees talk about the importance of having access to fat-positive fitness spaces as adults and suggest ways to improve the teaching of physical education.
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 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 | 0.000 | 0.000 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it