DINAMIKA KERUKUNAN UMAT BERAGAMA KOTA AMBON BERBASIS ADAT PERSPEKTIF MASLAHAH
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
The dynamic of religious society peacefulness in Ambon on the base of custom from maslahah perspective has been undoubtedly effective and benefitful to maintain peacefulness and tolerance. Local values such as: a. Ale rasa beta rasa, to feel each other), has been effective in the comtext of tolerance in religious live. These local values are humanity expressions of different religions to share both happiness and bitterness together; b. Katong samua basudara, basicly express men are brothers of one anxious; c. Siwa Lima, to unite Ambonese without differsity), and functionally unite the whole native Ambon-Maluku society and the comers without seeing their religions; d. Pela gandong, which is corresponding Moslems to Moslems, Christians to Christians, and Moslems to Christians).
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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