Bibliographic record
Abstract
Martabat Tujuh laws that guided the State's administration on the sultanate of Buton were born because of (1) the existence of tyranny in society by the noble families, (2) the sultanate of Buton has no state constitution as a guideline for administering the government, and (3) the existence of people's hope with sultan to restore the economic crisis caused by the drought during that time.Martabat Tujuh laws in political life, society and religion contain the virtues of value, namely (1) ainda indamo arataa sumanomo karo implies that someone should prioritize the safety of self and family; (2) ainda indamo karo sumanomo lipu, implies that the interest of the state is more important than the personal interest, (3) ainda indamo lipu sumanomo sarah implies that the interest of the leader is more important than the interest of the state, (4) ainda indamo sarah sumanomo religion, implies that religion is more important than the government. In addition, it also gives direction to the people to feel the pain between each other (binci-binci kuli), love each other (pomama siaka), keep each other (popia piara), listen the truth (poangka angkataka), and give each other in deficiency (poma maeka).
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.011 | 0.005 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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 source (direct Gemma or distilled Codex), 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".