Perceived social support and domain-specific adjustment of children with emotional and behavioural difficulties
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The perceived availability of social support has been documented as a protective mechanism among adults and adolescents. However, little research has explored the role of social support among children with emotional and behavioural difficulties (E/BD). The current study sought to investigate the effects of perceived social support from family, friends and teachers on domain-specific adjustment for children with E/BD. Fifty-four teacher-nominated children for E/BD completed questionnaires on perceived social support and behavioural, emotional and social functioning. Results suggest a pattern of intercorrelations between indices of child-rated social support and behavioural, emotional and social indicators of adjustment. Specifically, domain-specific social support was found to predict domain-specific adjustment outcomes for children with E/BD, once demographic variables were held constant. Interventions that are child-centred and domain-specific are suggested.
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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 | 0.000 | 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 | 0.001 |
| 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 it