A social pedagogy approach to residential care: balancing education and placement in the development of an innovative child welfare residential program in Ontario, Canada.
Bibliographic record
Abstract
This paper chronicles the exploration and development of a residential program of the child welfare authority of Renfrew County in Ontario, Canada. Recognizing that virtually its entire population of youth in care was failing to achieve positive outcomes in education, Renfrew County Family and Children Services embarked on a program development process that included many unique elements within the Ontario child welfare context. This process introduced the theoretical framework of social pedagogy to the provision of residential care, and it replaced the idea of psychotherapy as the primary agent of change for youth with the concept of living and learning. The result is a template for the Ottawa River Academy, a living and learning program for youth in care that exemplifies the possibilities embedded in creative thought, attention to research and evidence, and a preparedness to transcend traditional assumptions with respect to service designs and business models for residential care in child welfare.
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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".