Roles, Responsibilities, and Rights: An Organisational Analysis of Provincial and Territorial Child and Youth Advocate Offices in Canada
Bibliographic record
Abstract
Abstract Limited academic literature has explored the responsibilities of Provincial and Territorial Child and Youth Advocates in Canada. This paper analyses the responsibilities that constitute the role of Canadian Provincial and Territorial Child and Youth Advocates, as well as the forces that impact and shape these responsibilities. A total of 17 participants, including current and former members of the Canadian Council of Child and Youth Advocates ( cccya ) as well as their staff members are included in the study. Findings reveal that individual advocacy, systemic advocacy, investigations into critical injuries and child deaths, as well as educational outreach, constitute the primary responsibilities of the cccya . Additionally, at the provincial and territorial level, it is important for advocates to navigate the historical, cultural and political factors that inform discourses surrounding childhood as these factors impact the way advocacy is understood and carried out within these organisations.
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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 | 0.000 | 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".