Moral Reasoning, Executive Function, and Personality in Violent and Nonviolent Adult Offenders
Why this work is in the frame
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Bibliographic record
Abstract
To evaluate moral reasoning and personality, inmates from a maximum security jail were administered the Porteus Maze, the Defining Issues Test, the Minnesota Multiphasic Personality Inventory-168, and the Test of Nonverbal Intelligence. Scores of 20 violent and 19 nonviolent offenders were compared. The control group consisted of 20 university students who indicated they did not have criminal ords. All were over the age of 18. Analysis showed the violent offenders had mature moral reasoning and were more elevated on the Antiestablishment scale of the Defining Issues Test. Furthermore, inmates displayed significantly elevated scores on depression, Psychopathic Deviance, and Social Introversion relative to the control group.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.001 |
| 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