<i>Sanan rai</i> wisdom in Atauro's tourism transformation
Bibliographic record
Abstract
Abstract This paper examines the history and activities of the Timorese NGO Empreza Di'ak, focusing on its role in revitalising traditional pottery ( sanan rai in Tetum) on Atauro Island. Traditionally a form of women's knowledge, pottery has been reimagined in the post‐independence era as cultural heritage at risk of extinction, now transformed into commodities primarily targeting the tourist market. The paper explores the interplay of social, economic, and generational factors driving the revival of sanan rai production within the broader context of positioning Atauro as an international tourism destination. It delves into the complexities, challenges, and subjectivities that arise, alongside the unexpected situations and evolving expectations of local communities as they navigate this process of (re)engaging with and revaluing a nearly lost tradition.
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How this classification was reachedexpand
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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 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 teacher head, 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".