Examination of Teachers’ Perceptions about Servant Leadership and Organizational Commitment
Bibliographic record
Abstract
The issue of leadership has been debated by people since ancient times. When literature review is done in this field, it has seen that leadership was defined by many scientists and different approaches have been created about the subject Servant leadership is an understanding that reappears in the modern world and that leaders are accountable to their followers and go back to historical antiquity. Organizational commitment is the degree of integration and identification that an individual feels for an organization. Many researches have been done so far on organizational commitment. Low organizational commitment has individual and organizational negative consequences such as being late for work, absenteeism, low performance and even leaving the job. The purpose of this study is to investigate teachers’ perceptions about servant leadership and organizational commitment. 149 teachers answered the scales. Survey and correlational model were preferred. According to the findings, teachers’ perceptions about servant leadership and organizational commitment don’t vary in accordance with gender, branch, tenure in school and seniority. Organizational commitment of teachers and servant leadership perceptions are related to each other. This relationship is positive and low.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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 source (direct Gemma or distilled Codex), 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".