The Dead Detainee: The Autopsy in Cases of Torture
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 fatal maltreatment of people that are detained against their will, such as political prisoners and suspected terrorists, can occur in unstable countries. The death of such detainees is often controversial and debated in the media, legal tribunals, and communities. Therefore, there is a need for nonpartisan information about the cause of death of prisoners due to the implications that the data may have about a conclusion that human rights were abused. Autopsies are the only scientific way to prove the cause of death of detainees and to ascertain the truth behind how injuries may have occurred. On this basis, all forensic pathologists ought to be able to interpret the basic injury patterns commonly encountered in torture. The injuries are similar to those found in child abuse, but also include trauma from suspension and "homicide by heart attack" during interrogation. This paper will review the postmortem findings in cases of torture.
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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 | 0.004 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.002 | 0.003 |
| 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