Fetal Alcohol Spectrum Disorder (FASD) and the criminal justice system: an exploratory look at current treatment practices
Bibliographic record
Abstract
Fetal Alcohol Spectrum Disorder (FASD) is widespread amongst inmates within the Canadian correctional system. Although research suggests that up to half of the prison population is plagued by an alcohol-related birth defect, little has been done within corrections to address this problem. Diagnosis is rare and treatment is ineffective. Research pertaining to the treatment of FASD-impacted adult offenders is limited; however, interventions can be derived from work done with children and youth affected by FASD. To date, Canada only has one community residential facility (CRF) working with FASD-impacted male offenders on parole. Although an innovative project, it has been faced with many challenges. In order to assist with the successful reintegration of FASD offenders, many changes need to take place within our correctional system.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".