Investigating the Mediational Relationship of Leadership, Class Cohesion, and Adherence in an Exercise Setting
Why this work is in the frame
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Bibliographic record
Abstract
The purpose of this study was to determine if older adults’ perceptions of class cohesion serve as a mediator between exercise class leader behavior and adherence (operationally defined as attendance and perceived exertion) in exercise programs. Participants were enrolled in recreational exercise programs. Each participant completed a questionnaire that assessed cohesion (individual attractions to the group-task [ATG-T] and -social, group integration-task [GI-T] and group integration-social), class leader behaviors (enthusiasm, availability, motivation, and instruction), and perceived exertion. Attendance was obtained from records maintained by the instructors. Four specific mediation relationships were found: (a) ATG-T mediated the relationship between class leader motivation and perceived exertion, (b) ATG-T mediated the relationship between class leader availability and perceived exertion, (c) ATG-T mediated the relationship between class leader enthusiasm and attendance, (d) GI-T mediated relations between class leader enthusiasm and attendance. A number of aspects related to specific results were discussed.
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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 | 0.005 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it