Elektrifikasi Desa Kabetan, Kec. Ogodeide, Kab. Tolitoli, Prov. Sulawesi Tengah
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
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.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.003 | 0.008 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.058 | 0.035 |
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