to Use WEB-Based Integrated Applications Through the Agency Level Financial Application System (SAKTI) for the Function of State Financial Management (Case Study on the APBN Work Unit in the Regional Office of the Ministry of Religion of Be
Bibliographic record
Abstract
The management of Indonesian public finances within a work unit (Satker) environment is enhanced by the business process of managing public finances through an integrated application. The number of applications is then simplified into one application with an integrated database. This simplification is intended to minimize duplication of work and data entry. The SAKTI application integrates all existing Satker applications and has main features ranging from planning, implementation to budget accountability. The Regional Office of the Ministry of Religion of Bengkulu Province uses the SAKTI application to manage financial reports. The purpose of this study was to determine the willingness to use the SAKTI application in managing government financial reports in the work unit of the Regional Office of the Ministry of Religion of Bengkulu Province.
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How this classification was reachedexpand
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".