Eksplorasi Tata Kelola Masyarakat Adat Kampung Kuta dalam Pengelolaan Air Bersih
Bibliographic record
Abstract
Abstract. Access to clean water is a vital basic need for communities, especially in areas that still uphold traditional values. The traditional village of Kuta in Ciamis Regency is an example of a traditional community that continues to manage clean water independently based on local wisdom. This study aims to explore the forms of traditional community governance in clean water management in the traditional village of Kuta. The research was conducted using a descriptive qualitative approach through observation, in-depth interviews, and documentation. Data analysis was conducted thematically to identify the principles of management based on traditional values. The results of the study show that clean water management is carried out through open deliberation, social accountability, and active community participation. The efficient use and conservation of water resources are carried out through practices that have been instilled from generation to generation in customary norms. These findings show that the local wisdom-based governance system is not only adaptive and contextual but also has the potential for long-term sustainability. Responsive policy support for local values is needed so that this system can continue to be developed and replicated. Abstrak. Ketersediaan air bersih merupakan kebutuhan dasar yang sangat vital bagi kehidupan masyarakat, terutama di wilayah yang masih memegang teguh nilai-nilai tradisional. Kampung Adat Kuta di Kabupaten Ciamis menjadi contoh komunitas adat yang hingga kini masih menjalankan pengelolaan air bersih secara mandiri berbasis kearifan lokal. Penelitian ini bertujuan untuk mengeksplorasi bentuk tata kelola masyarakat adat dalam pengelolaan air bersih di Kampung Adat Kuta. Penelitian dilakukan dengan menggunakan pendekatan kualitatif deskriptif melalui teknik observasi, wawancara mendalam, dan dokumentasi. Analisis data dilakukan secara tematik untuk mengidentifikasi prinsip-prinsip tata kelola berbasis nilai adat. Hasil penelitian menunjukkan bahwa pengelolaan air bersih dilakukan melalui musyawarah terbuka, akuntabilitas sosial, dan partisipasi aktif warga. Efisiensi penggunaan serta pelestarian sumber daya air dijalankan melalui praktik yang ditanamkan secara turun-temurun dalam norma adat. Temuan ini menunjukkan bahwa sistem tata kelola berbasis kearifan lokal tidak hanya adaptif dan kontekstual, tetapi juga memiliki potensi keberlanjutan jangka panjang. Dukungan kebijakan yang responsif terhadap nilai-nilai lokal diperlukan agar sistem ini dapat terus dikembangkan dan direplikasi.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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".