China’s Indigenous Peoples? How Global Environmentalism Unintentionally Smuggled the Notion of Indigeneity into China
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
This article explores how global environmental organizations unintentionally fostered the notion of indigenous people and rights in a country that officially opposed these concepts. In the 1990s, Beijing declared itself a supporter of indigenous rights elsewhere, but asserted that, unlike the Americas and Australia, China had no indigenous people. Instead, China described itself as a land of “ethnic minority” groups, not indigenous groups. In some sense, the state’s declaration appeared effective, as none of these ethnic minority groups launched significant grassroots efforts to align themselves with the international indigenous rights movement. At the same time, as international environmental groups increased in number and strength in 1990s China, their policies were undergoing significant transformations to more explicitly support indigenous people. This article examines how this challenging situation arose, and discusses the unintended consequences after a major environmental organization, The Nature Conservancy (TNC), carried out a project using the language of indigeneity in China.
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