Transformational Leadership Behaviors of High School Students’ According to Leisure Preferences and Participation Type
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Bibliographic record
Abstract
This paper aimed to investigate the transformational leadership behavior of high school students according to leisurepreferences and participation type. 226 high school students attending Bursa Atatürk High School participated in thestudy voluntarily. In the study, to collect data transformational and transactional leadership scale developed byBaşoğlu (2013a) was revised and used. The construct validity of the scale assessed by confirmatory & explanatoryfactor analyzes. To investigate the differences between the participants' transformational leadership behavior KruskalWallis and Mann Whitney U nonparametric tests used. As a result, this study showed that students who chosephysical activities and who actively involved in leisure activities showed more transformational leadership than theother students.
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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 | 0.000 | 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 | 0.001 |
| 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