‘It’s not about health, it’s about performance’: Sport medicine, health, and the culture of risk in Canadian sport
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
Sport is one of the key sites for the exercise of physical power in modern life. This is true both in the sense that sporting activity involves the enactment of bodily power, and that the athletic body is a site on which disciplinary power is exercised, for example in training regimes and in scientific testing and monitoring of bodily processes (Shogan 1999). Another form of disciplinary power in sport is the medicalization of the sporting body. There are now recognized specializations in sport in a number of health professions, for example, clinical medicine, surgery, physiotherapy, chiropractic, and massage therapy. Such is the penetration of medical intervention in sport that Waddington (1996: 179) has suggested that athletes today are understood to require routine medical supervision, not because they have a clearly defined pathology but simply because they are athletes.
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 | 0.005 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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