“Taking Back a Little Bit of Control”: Managing the Contaminated Body Through Consumption
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
In this article, we explore the lived experience of avoiding environmental chemicals through safer consumption, such as buying “eco‐friendly” products. Using focus groups and in‐depth interviews involving 50 subjects, we investigate how individuals become aware of environmental chemicals and how they adapt to this awareness. Our participants describe being surprised or alarmed to learn that chemicals are present in food and commodities that they believed were safe. They respond by developing a set of heuristics rendering the “dangerous” consumer landscape into a space that is amenable to personal control. They learn to read an ingredient label and look for organic certification seals on product packaging. We develop the idea of the “contingent boundary” to describe how participants perceive personal control as uneven: they believe they can activate a protective boundary in local and familiar contexts, but outside these contexts, they believe the boundary dissolves. They accept this contingency as normal and describe having to ignore some chemical exposures, for fear of becoming too “crazy.” We conclude that the individuals in our study accept that inverted quarantine (Szasz 2007) is out of reach, and instead try to impose order upon a ubiquitous risk.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 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) | 0.003 | 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 it