The embodied experiences of alienation and opioid use : examining the body as a site of direct exchange through the double lens of theory and narrative
Bibliographic record
Abstract
This research explores how the body is implicated in transmuting meaning for women who are substance dependent on opioids and have engaged in survival sex work. Using a hybridized application of narrative, theorizing, and interviews, this interdisciplinary thesis identifies some of the ways these women navigate the constraints of their marginalization. Eight women were interviewed on the traditional, ancestral, and unceded territory of the Musqueam, Squamish, and Tsleil-Waututh Nations in Vancouver, British Columbia. The research works to acknowledge and explore how these women exist in an ‘alternate’ economy in order to obtain opioids to meet their life-needs. The employment of materialist feminist examinations of alienation and access to capital located shared experiences in the women’s narratives. Though the research did not reveal an explicit connection between the body, meaning, and sex work, there was a strong indication of meaning making through advocacy and engagement with those in similar social positions.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.012 | 0.046 |
| Scholarly communication | 0.009 | 0.006 |
| Open science | 0.001 | 0.010 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 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".