Analisis Realisasi Anggaran Kas Sebagai Alat Perencanaan dan Pengendalian Kas Bagian REN BNN Sumatera Utara
Bibliographic record
Abstract
This research aims to understand the process of budgeting, the factors of forming cash budgeting, and how the realization of budgeting as planning and controlling cash in REN BNN Sumatera Utara. This research is a qualitative study with observation, study documentation method, and descriptive analysis. The research shows that cash budgeting and realization budgeting of REN BNN Sumatera Utara from the previous year is the main factor to arrange to budget for the next year. The realization of cash budgeting as a tool and controlling cash of REN BNN Sumatera Utara in 2018-2020 is considered quite good because the difference between budgeting and realization budgeting is Favorable, reasonable, and can be anticipated.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 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".