Identifikasi Kegiatan Program Kampung Keluarga Berencana di Kabupaten Aceh Tengah
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 purpose of this study identified the activities of the Family Planning Village Population, Family Planning and Family Development program in Middle Aceh District. The study location were grouped according to the Geographic Difficulties Index of the Central Bureau of Statistics. Research data collection uses qualitative methods, namely interviews, documentation, and observations with the Village Head / Geuchik (informant 1), extension / coach of the Family Planning Village (informant 2), and management of the Family Planning Village (informant 3). The results of this study indicate that the implementation of family planning village activities in the village is of high difficulty and is not difficult geographically has been relatively active, namely the management and mentor and companion of the family planning village to work well and directed, while the villages with moderate difficulty level geographically less active. Generally, the activities of the Family Planning Village carried out are posyandu, posbindu, elderly gymnastics and other activities. The activities of the Prosperous Family Income Improvement Group are also not yet implemented, where the activity is expected to empower the village community economically. Cross-sectoral activities have also not been implemented and coordinated well, it seems that there is no program that can be felt directly even though the commitment at the beginning of the declaration has been carried out.
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 | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 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