Busting Loose: Ms. Marvel and post-rape trauma in X-Men comics
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 conspicuous absence of trauma in superhero narratives is an established trope. In Avengers #200, the character Carol Danvers (aka Ms. Marvel) was subjected to a sexual assault that was characterised as non-violent, non-traumatic and even as an act of love. Chris Claremont, who had written the Carol Danvers character years prior, objected to this treatment of the character and recontextualized Carol’s assault as rape in Avengers Annual #10. A large part of this recontextualization involved the portrayal of long-term psychological trauma in Carol’s life. This symbolic thread carries into Uncanny X-men #236, titled ‘Busting Loose’ (also by Claremont), where the superheroine Rogue temporarily loses her superpowers and is then subjected to an off-panel sexual assault. Her response is to turn her consciousness over to Ms. Marvel (whose psyche now shares Rogue’s body). The story that unfolds from there draws upon the historical symbolism of Ms. Marvel and advances the recontextualization of Carol Danvers by portraying a post-traumatic dissociation followed by a reclamation of power and agency through community and disclosure, allowing the Carol character to redress, to some degree, the problematic historical excision of trauma from superhero narratives that deal with sexual violence.
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) | 0.000 | 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