The Economic Valuation and the Use of Mangrove Resource at the Coast of Pangkep District, South Sulawesi Province
Why this work is in the frame
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Bibliographic record
Abstract
Research was conducted on January 2012. The aim of the research was to the economic valuation and the use of mangrove resource at the coast of Pangkep District, South Sulawesi, Indonesia. Survey research approach was used in this research and data were analyzed descriptively and quantitatively. The result showed that mangroves were utilized for capture fisheries, and wood sources. Economic value of mangrove was Rp.58 467 828.24/ha/year. Capture fisheries are the largest contribution, up to 97.8 percent. Mangrove is the most important income source for society in Pangkep coast who live in the vicinity. Therefore coastal management policy was required to be developed by considering the impact on socio economics of mangrove utilization on community at Pangkep coast, especially related to coastal utilization area change.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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 it