Gender‐Differentiated Experience in the Peer Culture: Links to Intimacy in Preadolescence
Bibliographic record
Abstract
This study tested claims that gender differences in intimacy are attributable to gender‐differentiated experiences in the peer culture (i.e., male and female ‘worlds’). Participants were 188 Canadian preadolescents (10–12 years, 106 girls) who completed questionnaires regarding the intimacy of their same‐sex best friendship, intimate support received from peers, and two dimensions of culture–gender composition of the friendship network and participation in communal (i.e., intimacy‐promoting) and agentic (intimacy‐repressing) activities. Consistent with the ‘two worlds’ explanation (a) communal activity participation related positively and team sports negatively to same‐sex friendship intimacy, but the latter only for boys, and (b) having other‐sex friends predicted same‐sex friendship intimacy for boys but not girls. The two worlds explanation, though supported, requires revision to accommodate findings that male and female preadolescents’ activity participation overlapped considerably, intimate friendships were not limited to intimate contexts, agentic activities potentiated both agentic and communal goals, and peer cultural variables predicted intimacy better for boys than girls.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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".