The influence of junior coaches on club members in the Start2Finish Running & Reading Club: A qualitative study
Bibliographic record
Abstract
INTRODUCTION: This study's purpose was to explore youth leaders' involvement and influence on younger program participants in a physical-activity-based positive youth development program (PA-PYD). METHODS: = 10.53, SD = 1.12) from four sites of a PA-PYD program in Canada participated in one-on-one semi-structured interviews regarding their program experiences. A deductive-inductive thematic analysis was conducted. RESULTS: Five themes were identified: (a) learning and building skills, (b) receiving support, (c) enjoyment, (d) relatability, and (e) challenges faced. Program participants shared several ways in which the youth leaders they interacted with had a positive influence on their personal experiences. The youth leaders' perceptions largely aligned with those of the program participants. CONCLUSIONS: This study provides insight into the value that youth leaders can bring to youth programming.
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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 | 0.011 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 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) | 0.000 | 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".