The Mahaboworn Model of Social Studies Learning Network Innovation to Develop of Indigenous History Learning Resources in Northern Thailand
Bibliographic record
Abstract
The objective of this research is to 1) explore historical background through a participatory workshop on the legend of Phra Nang Malika of Wiang Malika in Lanna, and 2) create indigenous history learning resources through mural painting and picture book, the legend of Phra Nang Malika, in Mae Ai Luang Temple Chiang Mai Province. The samples included the following: 1) 22 community leaders, monks, school administrators, teachers, village philosophers, and youth representatives; 2) 8 indigenous technologists; and 3) 5 learning management specialists. Purposive sampling was used to choose a total of 35 individuals. The instruments used in the research were an unstructured interview, a knowledge synthesis form to create murals, and a validity assessment form and 4) a performance evaluation form for a picture book regarding indigenous history. Quantitative data were examined using statistical software to determine the mean and standard deviation. Qualitative data were analyzed using content analysis and presented in a descriptive format. The findings indicated that; 1) In Mae Ai district, the legend of Wiang Malika and Phra Nang Malika is a legacy of Chiang Mai Province, which is related to the history of Fang, and Phra Nang Sam Pew, which is connected to the Lanna Kingdom’s historical growth. In terms of trade, politics, governance, and religion, for example, is considered the role of women as rulers or kings, which exemplifies the notion of feminism throughout history and influencing the development of the Lanna Kingdom’s later age and 2) The outcome of the development of learning resources on indigenous history through murals and picture book at Phra Nang Malika in Mae Ai Luang Temple, Chiang Mai Province, through “the Mahabowon Model of Social Studies Learning Network or CMUR Model” resulting in educational materials on indigenous history that integrate the cooperation of universities, communities, temples, and schools, resulting in high-quality knowledge of indigenous historical record. A summary of the indigenous history picture book is also included. The appropriate sampling value is most suitable (x = 4.57, SD = 0.37).
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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 | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 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".