Reservoir Perencanaan Struktur Reservoir Air Bersih Desa Pecangaan Kulon, Kecamatan Pecangaan, Kabupaten Jepara
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
Keberadaan air bersih di sebuah desa sangat penting, melihat aktivitas kehidupan pedesaan yang sekarang mulai dinamis. Perencanaan ini berdasar pada SNI 7509:2011 tentang Tata Cara Perencanaan Teknik Jaringan Distribusi dan Unit Pelayanan Sistem Penyediaan Air Bersih dan Peraturan Menteri Pekerjaan Umum Nomor 18/PRT/M/2007 tentang Penyelenggaraan Pengembangan Sistem Penyediaan Air Minum. Reservoir direncanakan menggunakan material beton bertulang dengan tebal plat dasar 250 mm serta penulangannya D13-150, tebal dinding beton 150 mm serta penulangan D13-100, serta plat penutup dengan tebal 100 mm dengan penulangan Ø10 – 150. Balok dimensi 20 x 30 cm dengan penulangan pokok tumpuan 5D13 dan tulangan sengkang Ø8-150 serta penulangan pokok lapangan 4D13 dan tulangan sengkang Ø8-200. Kolom dimensi 25 x 25 cm dengan penulangan pokok 6D13 dan tulangan sengkang Ø8-150.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 0.000 |
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