Bibliographic record
Abstract
Moral panics are conventionally explained as socially regressive overreactions to objectively minor problems. In the early 2000s, moral panics were recast as collective grievances that arise from perceived crises in the moral regulation of everyday life. Emphasizing neoliberal forms of entrepreneurial risk management, the panic-as-regulation perspective provides ways of thinking beyond some of the limitations associated with conventional perspectives. This article shows how the new neoliberal compromise, characterized by ongoing submission to the rule of capital in the absence of familiar ways of securing hegemonic consensus, is calling attention to the importance of theorizing the conjunctural norms of personal responsibility that underscore the panic-as-regulation perspective. By locating market-oriented subjectivities in the wider trajectory of neoliberalism, we achieve two things: first, a clearer understanding of the normative phase of neoliberal rule in whose image the panic-as-regulation perspective is crafted; second, a stronger position to develop insights into post-hegemonic claims-making activities that are appearing across the political and cultural spectrums.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.006 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.061 |
| Scholarly communication | 0.010 | 0.008 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".