DEAD TO THE WORLD: EMBODIED GENDER TRANSGRESSION AND THE LOSS OF HUMANITY
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 accepted scope of humanity, though broad on first glance, actually represents a narrow, shallow stream. Within Western culture, the expectations, proscriptions and limitations tied to one’s own “human” status remain largely unidentified until they are transgressed. The human body (lynchpin of humanity) is considered something not to be tampered with, at risk of the loss of one’s human status. While some forms of modification, such as plastic surgery, tattooing, and piercing have become more broadly accepted, more extreme modifications of the body, intentional or otherwise, can render the subject as a freak—an implicit social death. Here emerges a curious overlap between the freak and the spectre, both inhabiting a liminal space between inhuman and exhuman, hypervisible in their distance from humanity. Broadly conceived of as mutilated or desecrated, transgender bodies are alternately read as cultural freaks and social specters, demonstrating the loss of humanity that occurs when transgression is physically written onto the body.
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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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