Sexual offenders discharged from prison in England and Wales: A 21‐year reconviction study
Bibliographic record
Abstract
Purpose. This study examined the reconviction rates of a cohort of sexual offenders released from prison in England and Wales during 1979. A 21‐year follow‐up period was used and sexual, violent and general reconvictions assessed. Method. The sample consisted of all adult male sexual offenders discharged from prison in England and Wales during 1979 ( N = 419). Criminal conviction histories were obtained for the sample from the Offenders Index and sexual, violent and general reconvictions were calculated, over a period of 21 years (1979‐2000). Results. A quarter (24.6%) of the sample received a reconviction for a sexual offence over the 21‐year follow‐up period, 21.7% received a violent reconviction and 61.8% received a general reconviction. A proportion of the sample received their first sexual reconviction 5, 10 or 15 years after being discharged from custody, thus remaining at risk of reconviction for many years. Conclusions. The findings from this study give a unique insight into the long‐term offending of discharged sexual offenders in England and Wales and have implications for the supervision of such offenders.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 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".