Gewelds- en zedendelinquenten met een psychische stoornis : Wetgeving en praktijk in Engeland, Duitsland, Canada, Zweden en België
Bibliographic record
Abstract
In dit rapport worden de resultaten beschreven van een inventariserend onderzoek naar de wijze waarop in verschillende landen, te weten Engeland, Duitsland, Canada, Zweden en Belgie wordt omgegaan met personen die een ernstig gewelds- of zedendelict hebben gepleegd en tevens een psychische stoornis hebben. Het eerste doel van dit onderzoek is om inzicht te verschaffen in de actuele stand van zaken in deze landen wat betreft een aantal aspecten van de wetgeving en tenuitvoerlegging van strafrechtelijke maatregelen en straffen ten aanzien van deze groep. In de tweede plaats zal de stand van zaken in Nederland wat deze aspecten betreft in grote lijnen worden vergeleken met die in de onderzochte landen.
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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 | 0.003 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.006 |
| Science and technology studies | 0.009 | 0.006 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.007 | 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".