Toward the integration of education and school-based behavioural supports: the B.E.S.T. program in northern Nova Scotia
Bibliographic record
Abstract
Emotional behavioural disorders (EBD) in school-aged children are significant and serious issues affecting a global population. This study is an examination of the Behavioural Education Support and Training Program (B.E.S.T.), a school-based program centered on psychosocial rehabilitation for children with EBD. The program is based in eight elementary schools across the Chignecto Central Regional School Board (CCRSB) in Northern Nova Scotia. Historical quantitative data were utilized to analyze students’ emotional and behavioural functioning in classrooms, playground, cafeteria, and/or related environments within each school. The study results expand upon existing descriptive and quasi-experimental studies that demonstrated the importance of longitudinal intervention, the effectiveness of integrated therapy, and progressive change in educational systems. The study data showed that school-based intervention for children with EBD has positive results for decreasing behavioural dysfunction.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| 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".