Moral panic versus the risk society: the implications of the changing sites of social anxiety
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
This paper compares moral panic with the potential political catastrophes of a risk society. The aim of the comparison is threefold: 1. to establish the position of risk society threats alongside more conventional moral panics; 2. to examine the conceptual shifts that accompany the new types of threats; and 3. to outline the changing research agenda. The paper suggests that as new sites of social anxiety have emerged around environmental, nuclear, chemical and medical threats, the questions motivating moral panic research have lost much of their utility. Conceptually, it examines how the roulette dynamics of the risk society accidents expose hidden institutional violations that redound into 'hot potatoes' that are passed among and fumbled by various actors. Changing conceptions of folk devils, claims making activities, and of a safety are also discussed.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 it