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
Feminist philosophers Barrett Emerick and Audrey Yap bring theoretical arguments about personhood and moral repair into conversation with the work of activists and the experiences of incarcerated people to make the case that prisons ought to be abolished. They argue that contemporary carceral systems in the United States and Canada fail to treat people as genuine moral agents in ways that also fail victims and their larger communities. Such carceral systems are a form of what Emerick and Yap call “institutionalized moral abandonment”. Instead, they argue that we should create communities of moral solidarity which open up space for wrongdoers to make up for their wrongs. As part of this argument, the book directly addresses one of the paradigm cases of wrongdoing often used to justify carceral systems: rape. Carceral systems that treat perpetrators of sexual violence as irredeemable monsters both obscure the reality of sexual violence and are harmful to everyone involved. As an alternative to carceral systems, Emerick and Yap argue for an orientation towards justice that is grounded in moral repair. This incorporates elements of restorative justice, mutual aid, and harm reduction. Instead of advocating for one specific and universal approach, the authors argue for multigenerational collective action that aims to build resilient communities that support the wellbeing of everyone.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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