The Effect of Flipped Classroom on the Academic Achievement and Attitude of Higher Education Students
Why this work is in the frame
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Bibliographic record
Abstract
This study aims to search the effect of flipped classroom on students’ learning a new grammar structure and theirattitudes towards the English course. The study was carried out for 6 weeks with 56 students studying in fivedifferent preparatory classes at a black sea region university’s foreign languages school in the fall term of 2015-2016academic year. The design of the study was ‘non-equivalent control group design’ which is one ofquasi-experimental designs. Data were gathered with help of an achievement test and an attitude scale. Flippedclassroom model was applied in the experimental group while traditional instruction was applied in the control group.At the end of the study, it was concluded that flipped classroom had medium effect on students’ academicachievements and attitudes comparing to traditional instruction.
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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 | 0.007 | 0.001 |
| 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 | 0.000 |
| 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