Another Wave of Anti-Colonialism: The Origins of Indigenous Internationalism
Bibliographic record
Abstract
The global Indigenous rights movement, born in the mid-1970s, found its primary inspiration in the Third-Worldism espoused by anti-colonial leaders over the previous decades. The leadership of both the World Council of Indigenous Peoples (wcip) and the International Indian Treaty Council (iitc), the two flagship organizations of the movement, drew on Pan-Africanism and decolonization in order to promote the rights of Indigenous peoples to self-determination. The two organizations, however, applied the logic of decolonization in different ways. The iitc consciously adopted the discourse of decolonization in order to seek leverage from the Third World voting bloc and gain recognition for new and independent nations at the United Nations. The wcip wished to adapt the decolonization movement, not only by extending it geographically, but also by shifting it conceptually, in order to challenge the use of the nation state as the basic structure of global politics.
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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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.026 |
| Scholarly communication | 0.005 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.005 |
| Insufficient payload (model declined to judge) | 0.003 | 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".