Elektrifikasi Desa Kabetan, Kec. Ogodeide, Kab. Tolitoli, Prov. Sulawesi Tengah
Bibliographic record
Abstract
Poster ini menampilkan program Pengabdian kepada Masyarakat (PKM) tahap pertama di Desa Kabetan, Kecamatan Ogodeide, Kabupaten Tolitoli, Sulawesi Tengah. Desa dengan 277 KK ini menghadapi keterbatasan listrik dan distribusi air bersih, yang berdampak pada kualitas pendidikan dan keamanan lingkungan. Program ini mengimplementasikan solusi energi bersih berupa pemasangan pembangkit listrik tenaga surya (PLTS) 300 Wp untuk pompa air agar distribusi berlangsung 24 jam, pemasangan 10 titik lampu penerangan jalan tenaga surya, serta penyediaan genset inverter hemat bahan bakar untuk mendukung pembelajaran di PAUD, SD, dan SMP. Inisiatif ini mendukung SDGs 7 (Energi Bersih), SDGs 6 (Air Bersih), dan SDGs 4 (Pendidikan Berkualitas), dengan dampak nyata berupa ketersediaan air bersih sepanjang hari, lingkungan yang lebih aman, dan peningkatan kualitas pendidikan. Kata kunci: elektrifikasi, energi bersih, pembangkit listrik tenaga surya, air bersih, pendidikan berkualitas, PKM, Desa Kabetan.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.122 | 0.041 |
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".