The Relevance of Islamic Values in the Martabat Tujuh Constitution: A Study of the Code of Ethics and Conduct for Civil Servants
Bibliographic record
Abstract
This study examines the cultural concepts within the Martabat Tujuh Constitution of the Buton Sultanate in conjunction with Islamic principles and their relevance to government administration. The objective is to assess the relevance of Islamic valuesfor local government administration, particularly the code of ethics and conduct for civil servants. The literature review analyzes the revelant textual sources to identify the Islamic values embedded in the Martabat Tujuh Constitution and their application in governance. The study found that the Islamic values reflected in the Martabat Tujuh Constitution are relevant to the code of ethics and conduct for civil servants in government administration. The implementation of these Islamic values can help prevent corruption and other types of ethical miscoduct in government. By integrating the Islamic values of the Martabat Tujuh Constitution civil servants can implement a well-rounded code of ethics and conduct and support ethical governance
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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 | 0.004 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.006 | 0.011 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".