The Development of Students’ Creative Problem-Solving Skills Through Learning Model in Gamification Environment Together with Cartoon Animation Media
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 aims of this study were to synthesize and evaluate the learning model in gamification environment together with cartoon animation media to promote students’ creative problem-solving skills. This study was divided into three phases, (i) synthesized and evaluated the appropriateness of learning model (ii) developed cartoon animation and (iii) assessed creative problem-solving skills. The results show that the learning model consisted of three main components: teaching component, gamification environment, and activities to promote creative problem-solving. The overall suitability assessment of the developed learning model was averaged at 4.69 (SD = 0.46) out of 5, being at the most appropriate level and the scores of the students’ post-learn creative problem-solving skills assessment were significantly higher than the criteria at the level .05. These results lead to a conclusion that the learning model in gamification environment together with cartoon animation media can significantly promote students’ creative problem-solving skills and can be applied to develop desired learners’ achievements and skills.
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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 | 0.002 | 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 | 0.000 |
| 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