Lifetime Sex Offender Recidivism: A 25-Year Follow-Up Study
Bibliographic record
Abstract
A sample of 320 sex offenders and 31 violent non-sex offenders, seen for psychiatric assessment between 1966 and 1974, were compared retrospectively on lifetime recidivism rates to 1999 over a minimum of 25 years. A number of criteria and data sources were used; RCMP records and hospital records were the best sources, albeit the RCMP had records for only 54.1% of the cases. Approximately three in five offenders reoffended, using sex reoffence charges or convictions or court appearances as criteria, but this proportion increased to more than four in five when all offences and undetected sex crimes were included in the analysis. Group differences in recidivism were noteworthy, with child sexual abusers and exhibitionists most likely to reoffend and incest offenders least likely. Time at large and time incarcerated played a relatively minor role overall in results, except in the case of offenders who were sexually aggressive against adult females, courtship disordered, or violent. The typical known criminal career spanned almost two decades, indicating that sex offence recidivism remained a problem over a significant part of the offenders' adult lives.
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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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.003 |
| 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".