Forever Functional: Sexual Fitness and the Ageing Male 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
Historically, male sexual fitness was framed by a patriarchal politics of life centred on regeneration, population and nation. In the later 20th century, as successful ageing became promoted by the lifestyle practices of an idealized healthy and active senior citizenry, traditional gerontocratic power over the sexual risks of youth gave way to a medical sexology concerned with sexual functionality across the lifecourse; in particular, erectility. Recently, erectile dysfunction has expanded to become a population-wide health problem with increasingly refined diagnoses based on `phases', `early warning signs' and preventative regimes, especially as Viagra has become so widely available. This article explores a new bodily configuration in the making; arising, on the one hand, from the pharmacological and scientific technologization of male sexuality, and, on the other, from a contemporary politics of life that both contests the late-life ageism of the past and fosters a mid-life ageism in the present.
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 | 0.000 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 it