The Relationship between Imagery and Self-Efficacy in Competitive Athletes
Why this work is in the frame
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Bibliographic record
Abstract
The purpose of this study was to examine whether a relationship exists between self-efficacy and the use of imagery by athletes involved in individual sports. It was expected that athletes who were high in self-efficacy would more likely use imagery than those who were low in self-efficacy. Fifty varsity athletes involved in wrestling, rowing, and track and field completed both the Sport Imagery Questionnaire [1] and a self-efficacy questionnaire. Results revealed that athletes who are high in self-efficacy in competition situations tend to use more motivational imagery than their low self-efficacy counterparts. No such differences were found for cognitive imagery use in competition, or for the use of either motivational or cognitive imagery in practice.
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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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it