ANALISIS KINERJA BADAN PENANGGULANGAN BENCANA DAERAH KABUPATEN KARO DALAM UPAYA PENANGGULANGAN BENCANA ERUPSI GUNUNG SINABUNG DI KABUPATEN KARO
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
The intent and purpose of this study was to determine how the performance of the Regional Disaster Management Agency in the Karo District Disaster Relief Efforts eruption of Mount Sinabung, to know what obstacles faced by the Regional Disaster Management Agency in the Karo District Disaster Relief Efforts eruption of Mount Sinabung. The method used in this research is descriptive qualitative method, which uses the theory of an explanatory research with a view to interpreting the phenomena occurring in the performance of Regional Disaster Management Agency Karo in Efforts for Disaster Management eruption of Mount Sinabung and done by involving a variety of data collection techniques exist. Produce and process the data descriptive nature, such as interviews and direct observation.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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