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 ini bertujuan untuk 1) Mengetahui kesesuaian lokasi TPS. 2) Mengetahui jangkauan pelayanan TPS terhadap wilayah pemukiman. 3) Mengetahui kapasitas TPS.
 Jenis penelitian ini adalah deskriptif kuantitatif. 1) Model yang digunakan Sistem Informasi Geografis menggunakan beberapa parameter dengan metode skoring untuk mengetahui kelas kesesuaian lokasi TPS. 2) Metode service area analyst untuk mengetahui jangkauan pelayanan TPS. 3) Membandingkan volume timbulan sampah dengan volume TPS untuk mengetahui kapasitas TPS yang selanjutnya dilakukan perhitungan dengan menggunakan rumus CP (Container Procurement) untuk mengetahui jumlah kontainer yang perlu ditambah.
 Hasil penelitian menunjukkan 1) Seluruh TPS di Kota Jambi berada pada kelas sesuai. 2) Hasil service area analyst menunjukkan bahwa jangkauan pelayanan TPS terhadap wilayah pemukiman di Kota Jambi tidak cukup baik, yakni hanya 57,27% penduduknya terlayani secara optimal. 3) Kapasitas TPS di Kota Jambi masih perlu penambahan kontainer sebanyak 30 unit.
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 | 0.001 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.003 |
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