The art of embodiment: auto-ethnographic portraits of two women's surgical traumas
Bibliographic record
Abstract
Two educational researchers heed the responsibility to face their own traumatic pasts in working with women's experiential texts in the present. Using the notion of individual as both artist and image illustrated in the art of body biography, they come together to embody their own intrapersonal stories of gynaecological and obstetrical traumas as auto-ethnographic texts. Using a palette of photographs, found objects, ink, fabric and more, they portray their past on the present canvas of life-size paper placed across the office floor. Pin pricks on the abdomen. The next slice and stitch. Laproscopic cameras. The leg that lurched and twitched. With each expression of meaning, they delve into multiple layers of consciousness, connecting their recurring past to intrapersonal possibilities of women's education in the present. The art of embodiment plays a leading role.
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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 | 0.000 | 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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".