Early Childhood Behavioral Inhibition and Social and School Adjustment in Chinese Children: A 5-Year Longitudinal Study
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
This study examined relations between early behavioral inhibition and social and school outcomes in Chinese children (N = 200). Data on behavioral inhibition were collected from a sample of 2-year-olds in China. Follow-up data on social behaviors, peer relationships, and school performance were collected from multiple sources at 7 years of age. Behavioral inhibition was found to be positively associated with later cooperative behavior, peer liking, perceived social integration, positive school attitudes, and school competence, and negatively associated with later learning problems. Highly inhibited toddlers were generally better adjusted than others in social and school areas in middle childhood. The results indicate the distinct functional meaning of behavioral inhibition in Chinese children from a developmental perspective.
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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 | 0.000 | 0.000 |
| 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