Factors that promote and impede other-sex friendships: a qualitative study of Iranian adolescent girls
Bibliographic record
Abstract
AIM: The aim of this study was to identify factors that promote and impede other-sex (OS) friendships in adolescent girls. METHODS: A qualitative study conducted with 20 adolescent girls recruited in public places in Tehran, Iran. Information was collected through semi-structured interviews and coded via the conventional qualitative content analysis approach. RESULTS: Four factors were identified that appeared to promote entry into OS friendships. These factors include (a) a poor understanding of perceived risks, (b) weak religious beliefs, (c) processes of identity formation, and (d) low self-esteem. In addition, six factors appeared to impede entry into these friendships: (a) self-confidence, (b) prioritizing education, (c) maintaining particular entertainment preferences, (d) awareness of prior unpleasant experiences with boys, (e) having strong religious convictions, and (f) shaming from significant others. CONCLUSION: These findings provide unique insights into the factors that stem from different levels of social complexity, which affect participation in a fundamental form of human experience.
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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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 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 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".