Masyarakat Adat, Difference, and the Limits of Recognition in Indonesia's Forest Zone
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
‘We will not recognize the Nation, if the Nation does not recognize us’ This statement was made by AMAN (Aliansi Masyarakat Adat Nusantara), the Alliance of Indigenous People of the Archipelago, at their inaugural congress in Jakarta, March 1999. The congress was organized by a consortium of Jakarta-based NGOs, and funded by international donors (USAID, CUSO, and OXFAM among others). Building upon a process of mobilization that began with the International Year of Indigenous People in 1993, the Congress marked the formal entry of masyarakat adat (literally, people who adhere to customary ways) as one of several groups staking claims and seeking to redefine its place in the Indonesian nation as the political scene opened up after Suharto's long and repressive rule. AMAN and its supporters assert cultural distinctiveness as the grounds for securing rights to territories and resources threatened by forestry, plantation and mining interests backed by police and military intimidation. Their attempt to place the problems of masyarakat adat on the political agenda has been remarkably successful. While seven years ago the head of the national land agency declared that the category masyarakat adat, which had some significance in colonial law, was defunct or withering away (Kisbandono 18/02/93), the term now appears ever more frequently in the discourse of activists, parliamentarians, media, and government officials dealing with forest and land issues.
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.
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 | 0.001 | 0.001 |
| 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