Sexual Addiction in Incarcerated Sexual Offenders
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The prevalence and features of sexual addiction in sexual offenders incarcerated in a Canadian Federal prison were examined. Eighty male respondents (40 sexual offenders, 40 community subjects) completed questionnaires on sexual addiction and drug and alcohol problems. Sexual offenders were significantly more likely than the comparison group to be classified as sexual addicts. Fourteen of 40 sexual offenders (35%), and 5 of 40 community subjects (12.5%) were classified as sexual addicts. Sexual offender sexual addicts were more likely than non-addicts to report a preoccupation with sex and having been a victim of childhood or adolescent sexual abuse. However, sexual offender sex addicts were no more likely than sexual offender non-addicts to report co-morbid addiction problems with drugs or alcohol. Results are discussed in terms of their implication for the notion of sexual addiction and its relationship to sexual offending.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 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 it