Taiwanese Indigenous Cultural Heritage and Revitalization: Community Practices and Local Development
Bibliographic record
Abstract
The continuing interest and progress in indigenous communities and local economies based on traditional, cultural, and ecological knowledge contributes to indigenous resilience. Here we report on an ongoing collaborative project investigating the process of renewal of cultural heritage through strengthening the roots of indigenous cultural traditions of knowledge and practice, and the changing concepts of tradition. The project investigates the various mechanisms for conserving indigenous culture: How the heritage of indigenous culture is reconstructed; how this heritage is related to the social frame and practice of everyday life; how power intervention affects the contestation of heritage; and in the context of heritage contestation, how cultural heritage turns into economic capital in the tourism economy of the community. The project explores the process of cultural heritagization of indigenous traditional knowledge through six individual projects in the areas of food and edible heritage, ethnic revival, weaving, solidarity economy, cultural ecotourism, and indigenous agro-products. In addition, the project examines the establishment of a constructive dialogue between the “traditional future”, cultural heritage literature and local practice in the interest of the consolidation of alternative development.
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 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 | 0.001 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 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".