Do What (S)HE Says and You Will Be a Champion: Poetic Representations and the <i>Unmuting</i> of My Swimmer Body
Bibliographic record
Abstract
A series of four poems were generated as a result of McMahon’s reimmersion into an elite swimming culture where she purposely revisited emotional and mental pain experienced 15 years earlier. Her reimmersion resulted in the re-engagement of torturous training and bodily regimes that other swimmers were subjected to and subjected themselves to. By presenting four evocative poetic representations, McMahon empowered and expressed her 40-year-old body’s sensations and experiences as she resubjected it to a culture that continues to torment her. These four poetic representations indeed assisted her to sort, ponder, and acknowledge her body’s experiences, voices, and her ever-evolving embodied consciousness. It is hoped that the audience will think and feel with McMahon’s bodily encounters, reflecting on them and drawing their own conclusions and understandings.
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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 | 0.000 |
| 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 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| 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".