Examining the Experiences of Peer Mentored Athletes Competing in Elite Sport
Bibliographic record
Abstract
The general objective of the current study was to explore the experiences of elite level athletes who reported being peer mentored by other athletes during their sporting careers. The primary purpose was to identify the mentoring functions provided by athlete mentors, while the secondary purpose was to examine the outcomes related to peer mentored athletes’ (i.e., protégés) mentoring experiences. Individual interviews were conducted with 14 elite peer mentored athletes, and the data were analyzed using a hierarchical content analysis. The results indicated that athlete mentors provided a variety of specific functions that facilitated protégés’ progression through sport and development from a personal standpoint. The findings also showed that protégés benefitted in terms of enhanced performance and confidence, and also demonstrated a willingness to provide mentorship to their peers. In sum, the results of the current study may be used to enhance the effectiveness of peer mentoring relationships between athletes.
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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 | 0.003 | 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 | 0.002 |
| 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 | 0.000 |
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".