Balance, Capacity, and the Contingencies of Everyday Life: Narrative Etiologies of Health Among Women in Street-Based Sex Work
Bibliographic record
Abstract
There is an abundance of health research with women in street-based sex work, but few studies examine what health means and how it is practiced by participants. We embrace these tasks by exploring how a convenience sample of sex workers ( n = 33) think about and enact health in their lives. Findings reveal pluralistic notions of health that include neoliberal, biomedical, and lay knowledge. Health is operationalized through clinic/hospital visits and self-care practices, which emerge as pragmatic behaviors and ways to resist or compensate for exclusionary treatment in health care systems. Participants also use symbols of biomedical authority to substantiate their lay interpretations of certain conditions, revealing complex forms of moral reasoning in their health etiologies. We conclude that doing health and constructing rich narratives about it are constituent elements of the women’s everyday praxis and subjectivities in relation to the broader socioeconomic and political worlds of which they are a part.
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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 | 0.050 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.005 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".