From Hill tribes to Indigenous Peoples: The localisation of a global movement in Thailand
Bibliographic record
Abstract
This article presents a chronology of the growth of the concept of Indigeneity in Thailand, analysing the particular ways in which the global Indigenous movement has taken root in the country. In Thailand, transnational support networks and the opening of political associational space played key roles in facilitating the growth of, first, a regional, and later a national Indigenous movement during the 1980s and early 2000s, respectively. Indigenous Peoples in Thailand are asserting their identity by drawing on a new concept of Indigeneity being promoted by the United Nations and other international advocacy organisations that identifies them not only as first peoples, but crucially as colonised or oppressed peoples. Indigenous Peoples in Thailand are further asserting both their cultural distinctiveness and their compatibility with the Thai nation. The Indigenous movement in Thailand differs from movements in Australia, Canada, and the United States where Indigenous Peoples must perform their cultural distinctiveness to maintain political recognition, and in turn are accused of being not different enough when exercising their rights. In Thailand, rather, Indigenous Peoples are accused of being not Thai enough in their efforts to push for any political recognition. While the Thai government denies the relevance of the concept of Indigeneity to Thailand, it is clear that the Indigenous movement in Thailand has grown since the early 2000s. In fact, state policies between the 1950s and early 2000s contributed toward the scaling-up of a pan-Hill tribe identity among the core groups associated with the movement.
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 | 0.004 |
| Science and technology studies | 0.006 | 0.006 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.000 | 0.006 |
| Research integrity | 0.001 | 0.001 |
| 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".