Challenging statutory limitations on children's education rights: a re-examination of the Canadian Supreme Court Decision in<i>Auton</i>
Bibliographic record
Abstract
The 2004 Supreme Court of Canada decision in Auton concerns the right of autistic children to access services held by their parents to be essential to their children's ability to participate as members of a democratic society. It is argued that the child's right to have his or her basic developmental needs met is a constitutionally protected one. Having those developmental needs met engages both education and health rights. In Auton the parents had sought funding for the service at issue from the Ministry of Health, the Ministry of Children and Families (which dealt with mental health services and other particular support programs for the families of disabled children) as well as from the Ministry of Education. The case raises central questions regarding the very nature of education and the constitutionality of a discretionary power of government to set out statutory limitations upon fundamental human rights including education rights.
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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 | 0.001 | 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 | 0.000 |
| 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 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".