KELEMBAGAAN KEMITRAAN HULU HILIR UNTUK PASOKAN AIR DAS CIDANAU, PROVINSI BANTEN
Why this work is in the frame
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Bibliographic record
Abstract
Upstream and downstream institutional partnerships in Cidanau watershed had been built in 2005 using payment for environmental services (PES) approach. Among stakeholders, partners involved in the mechanism are Krakatau Tirta Industri (KTI) Company as a water beneficiary for commercial use and up-stream farmer groups as a service provider, and facilitated by a multistakeholder watershed forum namely Forum Komunikasi DAS Cidanau (FKDC). The farmers were paid for their role in conserving land and maintaining of tree stand in accordance with number of trees and contract period which is agreed by both parties. The study aims to formulate partnership institution which is intended by both parties for the sustainability of Cidanau water supply. This is a qualitative research with a case study approach. Data analysis in general was referred to Institutional Analysis Development (IAD) which was developed by Ostrom (2008). This research applied purposive sampling and snowball sampling. The result of the research shows that majority of land ownership of the involved farmers is private property which is cultivated to meet their daily need. In the first period of contract (2005-2009) there were 4 farmer groups involved but 2 groups ceased to be the members of PES; and in the second period (2010- 2014) there were 5 PES groups signed the contract including extended groups. Improvement is necessary in order to achieve optimum benefit of Cidanau water supply and involving parties. Apart from the mechanism rule, institutionalization of FKDC needs to be improved and strengthened in manifesting partnership institution of Cidanau water supply. The necessary approach to prevent contract discontinuation in other village as has been experienced in Cibojong and Kadu Agung villages area) invidual approach for heterogenous types of farmer communities, b) establishment of village alternative financial institutions, c) possibiliy of thinning certain diameter of trees, d) assessment of the incentive to farmer groups as environmental service providers.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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 it