TINGKAT KERAWANAN BENCANA BIOLOGIS DEMAM BERDARAH DENGUE (DBD) DENGAN PENDEKATAN SPASIAL DI KABUPATEN BOMBANA
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
Penelitian menganalisa persebaran indeks kerawanan DBD berdasarkan incidence rate (IR). Penelitian ini dilaksanakan di Kabupaten Bombana Provinsi Sulawesi Tenggara Penelitian menggunakan desain kuantitatif. Objek analisis adalah jumlah kasus, frekuensi serta indeks kerawan. Data dianalisis secara deksriptif kualitaif dan analisis spasial (ArcView 3.2). Kasus DBD di Kabupaten Bombana tersebar di enam kecamatan dan 35 desa/kelurahan. Poleang Barat 208 kasus, Poleang 111 kasus, Poleang Selatan 64 kasus, Poleang Timur 46 kasus, Rumbia 24 kasus dan Rumbia Tengah 17 kasus. Ada 12 desa/kelurahan berstatus “sangat rawan”, 6 yang “rawan”, 2 yang “agak rawan”, 8 yang “agak aman” dan 7 desa/kelurahan yang “aman”. Rata-rata jumlah kasus DBD yang terjadi sekitar 0,33-0,98 % dari total jumlah penduduk. Ditemukan usia 0-10 tahun (48,30 %), 11-20 tahun (28,09 %). Menjangkiti laki-laki sebanyak 49,57 % dan perempuan 50,43 %.
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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.006 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.003 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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