Age Diversity Among Victims of Hebephilic Sexual Offenders
Bibliographic record
Abstract
Hebephilia refers to sexual interest in pubescent children who are beginning to show early signs of sexual development but are sexually immature. The present study examined the relationship between hebephilia and victim age choice in a sample of 2,238 adult male sexual offenders. On average, offenders were 39 years old at the time of their assessments, and approximately half (48%) were referred by probation or parole offices. Assessment data included self-report, sexual arousal measured by volumetric phallometry, and victims' ages. Results suggested that, similar to pedophilia, hebephilia had a medium sized association with a greater number of victims under age 11 and a small sized association with a greater number of victims ages 11 to 14. Unlike pedophilia, a small positive association was consistently found between hebephilia and a greater number of victims ages 15 or 16. Furthermore, a small positive association was observed between victim age polymorphism and hebephilia and pedophilia. The present results suggested that hebephilia was associated with a greater number of victims age 14 or younger and had similar victim age correlates to pedophiles.
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".