Studi Penanganan Jalan Amblas di Desa Sumbernanas, Kecamatan Gedangan, Kabupaten Malang
Bibliographic record
Abstract
Telah terjadi tanah longsor di dusun Sumbernanas Kecamatan Gedangan Kabupaten Malang. Peristiwa menyebabkan jalan amblas sepanjang 50 m pada ruas jalan Gedangan–Gondanglegi sedalam 3 m. Berbagai usaha telah dilakukan pengurugan pada lokasi tersebut, tetapi tidak menghasilkan kondisi yang diharapkan. Penelitian bertujuan untuk menganalisis penyebab jalan amblas dan menentukan metode penanganannya. Metode penelitian meliputi observasi lapangan, studi literatur geologi kawasan, pengukuran topografi, penyelidikan tanah in-situ, pengolahan data dan analisis, dan desain penanganan. Parameter desain ditentukan secara perhitungan-balik analisis kestablian lereng pada saat runtuh. Hasil analisis mengindikasikan bahwa jalan amblas disebabkan oleh kombinasi terikisnya bantaran alur sungai dan pelunakan tanah akibat dari infiltrasi aliran air bawah tanah. Desain penanganan yang diusulkan adalah pemasangan konstruksi gabion sebagai dinding penahan tanah. Perhitungan struktur menunjukan konstruksi yang diusulkan memberikan faktor keamanan FK > 1,5 untuk jangka pendek dan FK >1,1 pada saat gempa.
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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 | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 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".