Role of Leadership and Learning Environment in Influencing Learning Achievement Level of Students: A Study of Gamo Gofa Zone of Ethiopia
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The purpose of this study was to examine the level of influence of leadership and learning environment on students’ academic achievement. The study employed survey design, quantitative method and simple random sampling technique. The data were analyzed using frequency distribution and independent samples t-test. The findings indicated that while both leadership and learning environment had a positive influence on the level of the students’ learning achievement, leadership tended to have a greater influence than learning environment in the study area. Thus, the primary school principals in Gamo Gofa Zone need to keep on applying appropriate leadership styles besides establishing conducive learning environment in their respective schools; moreover, rigorous research supported by causal comparative model has to be conducted on the research problem so that it might contribute to alleviating the problem
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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 | 0.001 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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 it