Solitary-Active Play Behavior: A Marker Variable for Maladjustment in the Preschool?
Why this work is in the frame
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Bibliographic record
Abstract
Abstract This study explored the construct of solitary-active play as a behavioral marker for maladjustment in the preschool. One hundred fifty-three children were observed during free play in preschool over a two-week period. Additional measures included parental ratings of child temperament and attitude towards school, teacher ratings of behavior problems, and child interview assessments of vocabulary and academic achievement. Results indicated that, as compared to their peers, children who frequently engaged in solitary-active behaviors were temperamentally less attentive, more difficult to soothe, behaved more shyly, displayed more externalizing problems, performed more poorly on assessments of early academic skills, and had a less positive attitude towards school. Results are discussed in terms of the potential of solitary-active behavior to act as a marker variable for various forms of social and academic maladjustment in the preschool.
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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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it