Brief report: How anxiously withdrawn preadolescents think about friendship
Bibliographic record
Abstract
Previous research suggests that anxiously withdrawn preadolescents demonstrate success in forming friendships, yet these friendships tend to be of lesser quality. Drawing on Selman's (1980) theory of interpersonal understanding, we compared levels of friendship understanding between anxiously withdrawn preadolescents and a sample of non-withdrawn age mates. Fifth graders (N = 116; 58% girls; mean age = 10.33 yrs) completed same-sex friendship and social behavior nominations, as well as a semi-structured clinical interview assessing understanding of various friendship issues in response to a hypothetical friendship dilemma. Results suggest that anxiously withdrawn preadolescents demonstrated lower levels of friendship understanding for some, but not all, friendship issues that may be related to friendship quality. The findings suggest that social cognitive assessments of friendship may be useful in understanding the friendship successes and difficulties of anxiously withdrawn preadolescents.
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".