Exploring Links Between Social Competence, Immigrant Background, and Children’s Preschool Adjustment
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
Research Findings: In the present study, we investigated the roles of children’s social competence and immigrant background in the prediction of the quality of children’s relationships with peers and teachers and school adjustment. Participants were N = 212 children (Mage = 58.32 months, SD = 10.72; n = 98 with an immigrant background) and their teachers (two per class). One teacher in each class assessed children’s social competence and behavior problems, whereas the other rated the quality of their attachment relationships with the children and their adaptation to school. Social acceptance was assessed via peer sociometric nominations. Among the results, children with an immigrant background evidenced greater conflict and dependence in their relationships with teachers, poorer social acceptance, and less pleasure in school. Among children with an immigrant background, externalizing behaviors were associated with conflict in relationships with teachers, whereas internalizing behaviors were associated with dependence. Practice or Policy: The study highlights how social behaviors and immigrant background can affect the quality of attachment relationships with teachers in the preschool classroom.
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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 | 0.001 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| 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