Cross‐sectional and longitudinal relations between mother‐child talk about conflict and children's social understanding
Why this work is in the frame
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Bibliographic record
Abstract
We examined the relations between the ways 48 mothers and their 3- to 5-year-olds talked about a conflict depicted in a picture book and their children's current and subsequent level of social understanding. We distinguished explanatory talk, which directed attention to the actions that generated the conflict, from non-explanatory talk, which discussed the conflict in terms of, for example, making up or saying sorry. Controlling for child age and overall talk by mother, explanatory talk was positively associated with contemporaneous social understanding. Social understanding at time one was also positively associated with social understanding 30 months later. These data suggest that dialogue about conflict may be helpful for 3- to 5-year old children's understanding of the mental world, to the extent that it facilitates their understanding of particular social situations.
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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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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