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
Hunger strikes are commonly repressed in prison and seen as disruptive, coercive, and violent. Hunger strikers and their advocates insist that incarcerated persons have a right to hunger strike, which protects them against repression and force-feeding. Physicians and medical ethicists generally ground this right in the right to refuse medical treatment; lawyers and legal scholars derive it from incarcerated persons’ free speech rights. Neither account adequately grounds the right to hunger strike because both misrepresent the hunger strike as noncoercive and nonviolent. I articulate an alternative, dual account of the right to hunger strike. On the remedial argument, the right to hunger strike should be legally protected as a right to petition for redress, in light of incarcerated people’s structural vulnerability to abuse and given inadequate grievance mechanisms. The constructive argument derives the right to hunger strike from the right to resist oppression and stresses the normative permissibility of the use of coercive tactics to defend one’s liberty interests in the face of carceral oppression.
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 | 0.005 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.004 |
| Science and technology studies | 0.002 | 0.008 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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