Form of Conservation and spatial planning of House Betang, Suku Dayak Central Kalimantan
Why this work is in the frame
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Bibliographic record
Abstract
<p>The development of the Betang house of the Dayak tribe in Central Kalimantan from a long house model inhabited by several families into a private house with a much changed shape and spatial pattern. Factors that cause changes that occur in general, include: changes in residents' needs; Changes in local customs and traditions, with the loss of gathering habits such as traditional feasts and tiwah rituals; and changes in the form of building elements, both in form and in the materials used. Changes in the form of houses and spatial patterns that occur are caused by changes in the functions and demands of residents as well as cultural acculturation. There needs to be conservation efforts as a tangible form of conservation in this Betang house to preserve the shape of the Betang house as before.</p>
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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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it