Youth and Young Terror: Canadian Case Law and the Socio-Carceral Dynamics of Youth and Young Offenders Convicted of Terrorism Offences
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
Focusing on developments within Canadian jurisprudence, the authors explore significant case law and its impact on our understanding of the challenges faced by youth and young offenders convicted of terrorism offences while navigating the legal and correctional systems. We demonstrate how Canadian law has often failed to address the needs and lived experiences of youth and young offenders convicted of terrorism offences while dealing with legal supports and corrections’ resources. To that end, we scrutinize important Canadian case law. Preliminary findings highlight the inadequate interventions measures, both at the state and non-state levels, available to inmates who have committed terrorism-related offences, as well as question whether such interventions have any reintegrative value for youth and young offenders’ personal growth and desistence upon release. Moreover, institutional deficits, such as the absence of correctional programing leave open the opportunity for re-offending and radicalization upon release. If there is a role for law to play in rehabilitation, a thorough exploration of case law as it relates to youth offenders convicted of terrorism offences is required. In addition to examining Canadian jurisprudence and its impact on understanding the challenges faced by youth and young offenders convicted of terrorism offences, it is crucial to underscore the importance of strong and conventional community ties after release. These ties can significantly mitigate further alienation and extremist tendencies. Socio-legal and carceral recommendations are discussed.
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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 | 0.001 | 0.004 |
| 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