“I've never been so free in all my life”: healing through Aboriginal ceremonies in prison
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
The purpose of this article is to examine the leisure experiences of Aboriginal women in a Canadian federal prison as they engaged in traditional ceremony. This study explores how Aboriginal women's experiences of ceremony, conceptualized as leisure, challenged the controlling environment of the prison and contributed to the release of pain and other feelings that resulted from traumatic events. The healing experiences of the Aboriginal women in this study are ultimately contrasted with the oppressive environment of the prison. The findings suggest that surveillance, discipline and punishment were replaced with a safe and secure emotional space, which provided an environment for the women to collectively reveal their vulnerabilities and begin to heal. This process of healing led to the embodiment of Sisterhood, which was portrayed through the development of mutually trusting, caring and supportive relationships.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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