To Die For: The Semiotic Seductive Power of the Tanned Body
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
Human skin burns with prolonged exposure to ultraviolet light. This simple physiological process acquires meaning through social interaction—whereby tanned skin assumes symbolic and semiotic properties. In this article we examine the meanings of tanned skin by focusing on the semiotic seductive power of the tanned body. Drawing from forty qualititative interviews, we examine the motives, beliefs, and experiences of people who tan their skin artificially, that is, through exposure to tanning lamps, in order to understand how tanned skin assumes meaning for them. We analyze the practice of artificial tanning and the interplay among processes of seduction, impression management, self‐expression, and the construction, exchange, and interpretation of embodied sign‐values.
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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 | 0.001 |
| 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 | 0.000 |
| 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