Empowerment of Micro, Small Medium Enterprises (MSMES) in Coconut Oil Development
Bibliographic record
Abstract
Entrepreneurship development at the household level is the forerunner to the growth of an MSME. In the village of Antiga, Manggis District, Karangasem Regency, there is a home-based business engaged in the production of coconut oil (kelentik oil). Currently the level of marketing is only limited to traditional markets while the target is to be able to market products in modern markets. Therefore, this study has the objective to know the level of efficiency of production costs incurred by the producers of coconut oil (kelentik oil) in Antiga village, Manggis district, Karangasem regency; to know how to empower Micro, Small and Medium Enterprises producing coconut oil (kelentik oil) and to analyze the factors that influence the intention of buyers or consumers to buy coconut oil (kelentik oil) in Bali. The research method is a qualitative method. The result is that the production process is still traditional so that production cost efficiency is achieved. Furthermore, the empowerment of MSMEs is not yet optimal as business partners in marketing their products. Several factors influence consumers' intention to buy coconut oil (kelentik oil). So the input that can be given is to improve relationships or networks to be able to expand the market and improve product packaging.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| 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".