Homosociality in the Classical American Stag Film: Off-Screen, On-Screen
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
The classical American stag film, a body of clandestine short pornographic films produced during the first two-thirds of the 20th century, has received scholarly attention in several quarters, first from heterosexual male scribes and beneficiaries of the `sexual revolution', and more recently by feminist and queer cultural historians. The present article pursues this study by developing the concept of homosociality in relation to the stag film corpus, both its contextual and textual aspects, and demonstrating its inextricable engagement in the social and specular relations along the continuum of masculinity within American culture. In conclusion, the author compares the stags to another quasi-underground corpus of short erotic films, mail order homoerotic `physique' films of the post-war period, and discovers unexpected parallels and dialogue between the two corpuses at the onset of the `sexual revolution'.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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