Sosialisasi Hasil Survei Geolistrik dan Korelasinya dengan Data Hasil Pengeboran Sumur di Desa Petir Kecamatan Purwanegara Kabupaten Banjarnegara
Bibliographic record
Abstract
Abstrak -Desa Petir, Kecamatan Purwanegara, Kabupaten Banjarnegara merupakan wilayah yang terletak di zona Pegunungan Serayu Selatan dengan kondisi geologi yang sangat komplek.Desa ini berada di luar cekungan air tanah, sehingga permasalahan yang sering terjadi adalah kekeringan dan krisis air.Kegiatan PKM telah dilakukan untuk membantu masyarakat Desa Petir memperoleh sumber air tanah.Kegiatan ini diawali dengan survei geolistrik, sehingga diperoleh lapisan akuifer.Lapisan akuifer di desa ini diperkirakan tersusun atas kerakal dan kerikil dengan nilai resistivitas sebesar 16,49 m pada kedalaman 65,18 -86,97 m.Data kedalaman ini ditindaklanjuti dengan pengeboran sumur di sekitar Masjid At-Taqwa hingga kedalaman 100 m.Sosialisasi hasil survei geolistrik dan korelasinya dengan data hasil pengeboran sumur telah dilaksanakan bersama dengan penyerahan sumur bor dari mitra kegiatan kepada khalayak sasaran.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 0.002 |
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 source (direct Gemma or distilled Codex), 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".