Alexithymia in nonviolent offenders
Bibliographic record
Abstract
BACKGROUND: Alexithymia is a trait involving difficulties processing emotions. Existing data suggest it is associated with violent offending. In violent offender programmes, therefore, violent offenders are screened for alexithymia and it is attended to if necessary. No studies have, however, examined alexithymia levels in nonviolent offenders and it is, therefore, unknown whether it is also a criminogenic factor in this population. AIMS: To investigate alexithymia levels among incarcerated nonviolent offenders and compare them with a community comparison group. METHOD: The 20-item Toronto Alexithymia Scale was used to compare the alexithymia levels of 67 incarcerated nonviolent offenders with a group of 139 people from the general public living in the community. RESULTS: Alexithymia levels did not differ between the groups. CONCLUSION: It appears that alexithymia is not a criminogenic factor for nonviolent offenders and screening of such offenders appears unnecessary.
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How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".