Discourses of Stress, Social Inequities, and the Everyday Worlds of First Nations Women in a Remote Northern Canadian Community
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
Abstract Allan Young's classic thesis on stress discourse underscores the way in which the biomedical discourse of “stress” reflects and legitimizes existing social inequities even as it removes the language of stress to the decontextualized domain of the clinic. In this article, I address the way in which the “stress discourse” of a group of young adult Cree women who live in a remote northern Canadian village reflects and reinscribes the social, cultural, and historical conditions of inequity as part and parcel of community life. This study, as a reflection on Young's thesis, reveals that sometimes one is bound to replicate inequities because it is necessary to do so. The women with whom I spoke are entangled in an historical and social reality that they are wholly aware of such that the paths of inequity that are expressed in a rationale of “stress” cannot readily be challenged or changed. [stress discourse, women, First Nations, Canada, social inequity]
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.006 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| 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 it