Penaksiran Risiko Bencana Gempa Bumi Di Kecamatan Bonto Bahari Kabupaten Bulukumba
Bibliographic record
Abstract
The location of Bonto Bahari district on the fault of Walanae implicates a potential earthquake disaster. Bonto Bahari District on the spatial plan of Bulukumba in the year of 2012-2032 is set as a Regency Special Economic Zones (SEZs) for Marine tourism. Justifying the stipulation of the rules, it should be integrated into geological risk in order for sustainable development of tourist activities in the Bonto Bahari District. The purpose of this study are: (1) analyzing the hazard of an earthquake in Bonto Bahari district; (2) analyzing the vulnerability of earthquakes in Bonto Bahari district; and (3) analyzing the risk of earthquakes in Bonto Bahari district. The methods used are quantitative-qualitative and spatial analysis. Research shows maps of the hazard levels of earthquakes, maps of earthquake vulnerabilities, and maps of earthquake risk levels. The research is expected to provide input to local governments on taking early preparedness measures in response to the threat of an earthquake disaster in the Bonto Bahari district.
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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 | 0.000 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.032 | 0.006 |
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; both teacher heads agree on what is shown here.
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".