Sibling aggression: Sex differences and parents’ reactions
Bibliographic record
Abstract
Thirty-nine families were observed extensively at home when children were 21/2 and 41/2 years of age and again 2 years later. The Social Relations Model is used to investigate children’s sex differences in aggression and parents’ prohibiting aggression during sibling conflict. In the first observation period, boys engaged in more severe and mild physical aggression, grabbing, insulting, and property damage than girls. At Time 2, boys engaged in more mild physical aggression and insulting, than girls, but there were no sex differences in other forms of aggression. At Time 1, parents’ responses were relatively uninfluenced by the sex of the children. However, parents were more likely to prohibit mild physical aggression, grabbing, and property damage by and towards girls at the second time period. Conversely, parents showed more tolerance for boys’ mild physical aggression at Time 2, suggesting that this socialisation message may play a role in boys’ greater use of physical aggression both at home and with peers.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".