Awakening to Elsewheres: Collectively Restorying Embodied Experiences of (Be)longing
Bibliographic record
Abstract
“Mainstream” spaces of movement cultures within settler colonial states invite bodies that are White, cis, able, thin, and heterosexual, just as “mainstream” academic space validates knowledge about the world produced by these very subjects. Such mainstream assemblages are embedded within the broader structure of settler colonialism, mutually buttressed by White supremacy, heteropatriarchy, and (neo)imperialism. In this article, a Collective of scholars who represent voices from the margins writes back to settler colonialism, ableism, anti-Black racism, and other exclusions and harms. We do this to both elucidate relationships between systems of oppression and craft spaces of embodied freedom and to show/demonstrate belonging within decolonial enactments of “elsewheres.” in the field of sociology of sport.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.011 | 0.033 |
| Scholarly communication | 0.008 | 0.008 |
| Open science | 0.001 | 0.015 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.005 | 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 source (direct Gemma or distilled Codex), 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".