Managing Threat: Do Social‐Cognitive Processes Mediate the Link Between Peer Victimization and Adjustment Problems in Early Adolescence?
Bibliographic record
Abstract
Peer victimization has been linked concurrently and over time with multiple adjustment problems. However, the reasons for this multi‐finality in victimization are not well understood. The current study examines social‐cognitive processes (hostile attributions, social perspective awareness, and interpersonal skills) as mediators of the relations between subtypes of peer victimization (relational, physical) and depression and anxiety, social withdrawal, and physical aggression in early adolescence. The overall pattern of associations among subtypes of victimization, social‐cognitive processes, and adjustment converged with expectations that victimization biases adolescents' cognitions about peers in conflict situations and skills relating to peers. In turn, these cognitions and skills differentially compromised their ability to regulate diverse emotions or limit reticent behaviors in response to peer threats. Modest gender differences in these associations were found.
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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 | 0.005 |
| 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 | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 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".