How Transgressive a Transsexual? The Contradictions in Transgression and Conformity Within Transfeminine Print Erotica
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
Mainstream transfeminine porn was the central element shaping mid-century American cultural understandings of transness. Despite this representational importance, the study of transfeminine erotica is a niche field. This paper helps fill this gap via analysis of eighty-six issues of erotica from the late 1960s to early 1980s. Pihlak demonstrates the contradictions in transfeminine desirability in these works. Despite overwhelming bodily normativity, the presence of a penis invariably led to models being framed as lurid, transgressive erotic objects. Pihlak’s findings demonstrate the insufficiency of the concept of normativity. Then and now, the smallest breach to normative white cisfemininity renders one’s claim to womanhood unstable. While this instability has material consequences for trans femmes, for many this precarity is solely an alluring invitation, to take a walk on the wild side.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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