Learning Innovation of Area-Based Approach to Sustainable Development Goals of Highland Community Resources Management of Social Studies Teachers in the Northern Thailand
Bibliographic record
Abstract
The research aimed to study the context of area-based approach learning management and guidelines of area-based approach learning management for sustainable highland community resource management of social studies teachers in the learning center for Thai hill tribe communities in northern Thailand. The method of qualitative research was used. Purposive sampling was conducted to obtain key informants which were social studies teachers of the highland learning center, accounting for 285 people. This area is a development area of the royal project. Learning center for Thai hill tribe communities in northern Thailand have accessed to organize social studies teaching at the basic education level. The tools used in the research consisted of in-depth interviews and focus group discussion recording. Then, content analysis was conducted. From the research result, it was found that the context of area-based approach learning management for sustainable highland community resources management of social studies teachers consisted of: executing the process of area-based management by surveying and collecting village data to be used as knowledge in learning management for pre-school students and students of basic education and the illiterate; developing occupations for the interested group in communities; developing life skills by using the method of coordination with community leaders; building local networks; participating in meeting with the community ;and exchanging information in order to inform people in the community of external exchanges. Regarding the use of area-based knowledge of social studies teachers, they have implemented the knowledge until this has brought about guidelines for promoting community resources management. For example, the community has participatory development plans. The community has networks of natural resources and environmental conservation and citizens have local conscience. Results of sustainable highland development are the fact that the community has strong power in conserving traditions, inheriting tribe cultures, establishing local herbal plants groups to take care of community health. Moreover, there are groups developing local products, building community declarations and regulations for living together in the community peacefully. The guidelines of area-based approach learning management for sustainable highland community resource management of social studies teachers consisted of 5 components which were FPCIL, namely (1) F: Facilitator, (2) P: Participatory assessment and planning, (3) C: Community capital value added, (4) I: Innovation of knowledge and (5) L: Lesson-learned.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".