Developing a Hand-drawing Course to Promote the Creativity of Higher Vocational Students
Bibliographic record
Abstract
The purpose of this study is to develop a hand-drawing curriculum to promote the students’ creativity for Vocational College, so as to study its implementation effect. The participants were 40 students were sampled by cluster random sampling method majoring in interior design from the Guangxi Electrical Polytechnic Institute in Nanning, Guangxi in China. Tools include expert assessment forms, final-test papers, pre-test and post-test, questionnaires and interview. Questionnaires and interviews were adopted to conduct a longitudinal analysis based on factors such as the respondents' age, gender, painting time and the way they entered the higher vocational college, to examine the creativity of the students, with a particular focus on those without professional foundation. Finally, through the expert evaluation form, Mean and standard deviation were used to analyze the collected data. It is believed that this study is beneficial to the students and teachers majoring in interior design in Chinese higher vocational colleges.
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How this classification was reachedexpand
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".