The Overcontrolled Hostility Scale
Bibliographic record
Abstract
The present study examined the validity of Megargee's Overcontrolled Hostility Scale for use with a delinquent and violent adolescent population. Archival Minnesota Multiphasic Personality Inventory (MMPI) data were collected on 18 adolescent murderers, 18 violent (but nonmurdering) young offenders, and 18 nonviolent youths convicted of property offenses. The MMPI was administered to a comparison group of 18 adolescent nonoffenders. The homicide group was divided into two groups based on documented instances of the offender's aggressive behavior prior to committing a homicide: the aggressive homicide subgroup and the nonaggressive homicide subgroup. Moderate but statistically nonsignificant effect sizes were found between adolescent murderers and all other adolescent groups on the scale. These results suggest that overcontrolled hostility may be present in adolescent murderers. Implications for assessment and treatment are discussed.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".