Distorted Attitudes and Perceptions, and Their Relationship With Self-Esteem and Coping in Child Molesters
Bibliographic record
Abstract
Two studies were conducted to compare various aspects of child molesters, non-sexual offenders, and community-based nonoffenders. These studies were aimed at examining some implications of our general model of sexual offending. Study 1 compared the responses of these 3 groups on measures of self-esteem, attitudes toward women and children, and social desirability tendencies. The only observed difference was that child molesters had significantly lower self-esteem than did the other 2 groups. In Study 2, child molesters displayed more cognitive distortions about sex between adults and children than did nonsexual offenders or nonoffenders. However in this study child molesters scored in the same range as the other participants on self-esteem and the tendency to use sex as a way of coping with problems. The results are discussed in terms of the differences between the present findings and earlier studies, and their implications for future research.
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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 | 0.006 |
| 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 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".