Female Varsity Athletes’ Perceptions of How They Became Optimistic in Sport
Bibliographic record
Abstract
The purpose of this study was to explore female varsity athletes’ perceptions of how they developed high levels of dispositional optimism in sport. Eighty-three female varsity athletes completed a domain-specific version of the Life Orientation Test (LOT: Scheier & Carver, 1985). Nine participants ( M age = 19.33 years, SD = 1.5) who had high dispositional optimism in sport then completed individual semistructured interviews. Interpretive Phenomenological Analysis methodology was used. Results showed that during childhood, participants perceived that their parents were supportive, provided feedback, and allowed them to have choice over the sports they played. During adolescence, coaches began to play an important role and participants were also able to learn about being optimistic through the positive and negative experiences they encountered. During early adulthood, participants developed personal narratives about the ways in which they approached sport with optimism.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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".