Urban Outcasts, Disposable Bodies, and Embodied Research in a Western Canadian “Arriviste” City
Bibliographic record
Abstract
In this article, we follow the recent calls of “sport and physical cultural studies” scholars to revisit the significance of the embodied research process and, in particular, the lived social body of the qualitative researcher. Between 2011 and 2013, we conducted a critical ethnography of the experiences of less affluent (and often homeless) young men at publicly subsidized weekly floor hockey games in the basement of a psychiatric hospital in Edmonton, Alberta. Our analysis focuses on three vignettes drawn from detailed field notes and ongoing interviews to reveal the researchers’ embodied investments in race, gender, and class politics; our coming to terms with these investments as they intersected, and clashed, with the bodies and agendas of the city’s “urban outcasts”; and, finally, the importance of interpreting these experiences with sensitivity to the context and community within which we, as critical ethnographers, coexist and, through our words and actions, help to (re)create.
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.
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 | 0.006 | 0.019 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.005 |
| 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".