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
Masturbation is a neglected topic in debates around biopower and biopolitics. This article takes Michel Foucault’s recasting of the idea of a regulatory, population-level form of biopower in terms of ‘mechanisms of security’ as its starting point for an investigation into the ways in which bodies enter into and are reshaped by biopolitical discourses on masturbation. While the notion of security faded from view in favour of Foucault’s better known focus on governmentality, this article argues that there is value in recovering the concept of security in the context of a genealogy of modern bodies. Specifically, it explores the possibility that a biopolitical perspective on security operates not only above, but also below the disciplining of individual masturbating bodies. The article proceeds, initially, via an examination of contemporary studies of masturbation, arguing that they largely neglect the material dynamism of bodies. The main focus, however, is on rereading some of the key works in the historical anti-masturbation literature from a complexity perspective. It is shown that these texts engage with a ‘population’ of vital forces and affects that must be regulated if life is to remain secure, and which circulate below the level of individual bodies in relation to a complex milieu. Finally, the article claims that men’s bodies appear as crucial sites of biopolitics, and that normative forms of masculinity can be regarded as interventions into embodiment that are designed to nullify or regulate complexity.
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 | 0.001 | 0.002 |
| 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