Reassertion of Indigenous Environmental Rights and Knowledge
Bibliographic record
Abstract
Indigenous peoples have always asserted their territorial, resource and other rights when threatened by encroachment, not least in the settlement colonies covered in this chapter—Canada, New Zealand, and Australia, where they were most dramatically displaced. But in the second half of the twentieth century, the aboriginal inhabitants of these countries reasserted themselves with considerable force and success, using methods very different from those of the earlier actions—including judicial channels unwittingly provided by the colonizers. In the process, displaced and dislocated communities have attempted to repossess ‘stolen’ space—physically, intellectually, and judicially. Reassertion in the United States and these three Commonwealth countries has had global ideological ripples, which is partly why we have chosen to examine them. They also share British-based legal systems and political traditions that indigenous groups have used to good effect. We are focusing here on indigenous communities in the narrower sense, in countries where whites remained the demographic majority. Their challenge was to predominantly anglophone societies, the descendants of British settlers and immigrants who arrived mostly over the last two hundred years. The discussion is limited largely to the environmental aspects of reassertion rather than legal and other ramifications; we will mention important court cases, but not cover all landmark events on the timeline of indigenous struggle. The exploration of patterns of resistance in Chapter 16 covered South Asia and Africa where colonized people remained in the demographic majority and regained political power. Though the reassertions discussed here have strategies and aims in common, they are qualitatively different. They were not so much an attempt, by force if necessary, to repel incomers and the controls they impose (it is far too late for that), or to win overall power in an anti-colonial struggle, as a highly articulate call from the heart for justice, land, and a form of self-determination. Moreover, new movements are increasingly ideological and transnational, involving organized networks that use globalized discourses of discontent. The media, internet, NGOs, and UN fora are their tools of choice, which enable activists to influence the behaviour of states and corporations. Reassertion is the opposite of retreat, one aboriginal response to conquest, and suggests that this modern phenomenon is partly about renewed confidence.
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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 | 0.005 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.039 |
| Scholarly communication | 0.008 | 0.009 |
| Open science | 0.001 | 0.009 |
| Research integrity | 0.002 | 0.003 |
| 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".