PERANCANGAN SISTEM BANTUAN JARING PENGAMAN SOSIAL BERBASIS WEB DI KECAMATAN MAOSPATI, KABUPATEN MAGETAN
Bibliographic record
Abstract
Kantor Kecamatan Maospati merupakan kantor camat yang terletak di daerah Maospati, Magetan, Jawa Timur. Kantor camat ini bergerak dalam bidang pelayanan masyarakat, seperti aktivasi Kartu Tanda Penduduk Elektronik (E-KTP), membuat Kartu Keluarga, Pengaduan masyakat, Pelayanan Bantuan Masyarakat Miskin dan Pelayanan pengambilan dokumen adminduk online. Kantor Camat ini mempunyai sistem informasi untuk pengolahan data bantuan Jaring Pengaman Sosial (JPS) masih berbentuk manual dan belum terkomputerisasi sehingga lambat dalam proses pendataan penambah, perubahan, maupun penghapusan data. Tujuan membuat aplikasi sistem pengelolaan data bantuan jaring pengaman masyarakat di Kantor Kecamatan Maospati ini agar dapat membantu memberikan alternatif penyimpanan data ke database di Kecamatan Maospati. Metode dalam penelitian ini dengan memanfaatkan teknik tertentu yaitu Studi lapangan dan Studi kepustakaan. Hasil dari penelitian ini adalah perancangan sistem pengelolaan data bantuan jaring pengaman sosial pada Kecamatan Maospati Kabupaten Magetan
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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 | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.008 | 0.009 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.054 | 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".