Hybrid Bamboo and Batik Handicraft Development as Creative Tourism Product
Bibliographic record
Abstract
A new bamboo-based industry has been developed to meet market demands. Traditional crafts practiced by local communities provide a substantial contribution to the legacy of intangibles. This research situates traditional bamboo handicrafts in Yogyakarta and emphasises their importance as well as concerns for their influence. The research goal is to determine the amount of consumers interested in bamboo handicraft products marketed publicly as tourism products and to evaluate the entrepreneurial landscape. The accidental sampling methodology was employed with 76 respondents, and the research method included qualitative and quantitative descriptive methods such as observation and semi-structured interviews. To comprehend the study outcomes, the primary respondents of Sahabat Bamboo from the data analysis approach using SPSS analysis provide descriptive data defining the respondent's condition. The market research analysis shows that bamboo batik handicraft has potential in demand; most respondents like bamboo batik handicraft products.
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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 | 0.000 | 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 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".