Implementasi pewarnaan graf pada peta wilayah Kabupaten Bantul
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
Anisa Wirawati.2023.Graph Coloring Implementation on the Regional Map of Bantul Regency.Graph coloring is the assignment of colors to vertices so that no directly adjacent vertices have the same color.The purpose of this research is how to implement the greedy algorithm and welch powell algorithm in graph coloring, especially in coloring the regional map of Bantul Regency.This research uses case study research, namely by collecting information in the form of landuse Bantul Regency 2019.The results of coloring the map of Bantul Regency using the greedy algorithm and the welch powell algorithm, both produce a chromatic number (G)=5 or the number of colors as the minimum color solution used to color all the sub-districts in Bantul Regency is 5 colors.
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) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.006 | 0.001 |
| Scholarly communication | 0.001 | 0.005 |
| Open science | 0.005 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.516 | 0.002 |
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