Hierarchy and Relationship of Hamlets: The Case of Baduy Tribe, Indonesia
Bibliographic record
Abstract
Baduy Tribe in Kanekes Village, Banten Province, Indonesia, is one of the ethnic communities that still actively follow the customary law. Baduy Tribe consists of two groups, namely Inner Baduy and Outer Baduy, with Inner Baduy people often said to be the more earnest practitioner. Their customary law is called pikukuh, which is the set of rules and guidelines derived from the animism belief of Sunda Wiwitan. In general, the core of pikukuh is to control the relationship between human and nature through strictly forbidding the Baduy to change the environment. The pikukuh is also used as the base of hierarchy between each zone within the village. It shows that there are three zones exist in Kanekes Village, which influence the hierarchy between the Inner Baduy and Outer Baduy hamlets. However, the two groups of hamlets are not separate entities. The relationship between Inner and Outer Baduy hamlets is connected through marriage, making the community sustained for a hundred years. Therefore, to preserve the vernacular architecture of Baduy Tribe, it is also necessary to understand the system within the community.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.015 | 0.006 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| 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 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".