Family-School-Professionals Partnerships: An Action Research Program to Enhance the Social, Emotional, and Academic Resilience of Children at Risk
Bibliographic record
Abstract
This paper presents an action research program (note 1) which was designed to support parents and primary school teachers, with the mediation of school professionals in order to enable them facilitate the school inclusion of at risk students or those with special educational needs. The aims, the organization process, and the implementation of the program, as well as its theoretical and practical aspects/components, are presented. Resilience and inclusive education are the key theoretical frameworks informing this paper. These both advocate parent-teacher-professional partnerships to promote a “holding school environment” and support children with difficulties to avoid exclusion. An action research methodology was chosen in order to set up this program with the aim of enabling teachers and parents to be more “resilient” and “inclusive” towards children with special difficulties. The evaluation of the program showed that teachers and parents viewed this model of intervention very positively and gained significant knowledge of practices related to their respective role.
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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 | 0.007 | 0.002 |
| 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 | 0.001 |
| 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".