The many entanglements of capitalism, colonialism and Indigenous environmental justice
Bibliographic record
Abstract
Rio Tinto's destruction of Juukan Gorge brought international condemnation. The subsequent interim report commissioned by the Australian Parliament was entitled 'Never Again'. But was this a 'never again' to the logic of settler colonialism? Or to the extractive capitalism that rearranges economic and social life with the sole objective of wealth accumulation? Or to the legislative collaboration between settler colonial states and capitalism? Environmental injustice is sustained internationally through the many entanglements at the intersection of law, coloniality, corporate extractivism and Indigenous sovereignty. These entanglements are explored here in relation to: the idea of a 'trade-off' between Indigenous rights and 'economic benefits' (e.g. the Shenhua coal mine in Australia); the over-riding of local rights through a corporate-driven developmental narrative, which results in the erosion of Indigenous ways of life over a long period, rather than through a singular dramatic event (e.g. oil extraction by Chevron in Ecuador); the difficulties in bringing cases to justice (e.g. the Mount Polley dam collapse in Canada); the need for 'green alternatives' to also respect Indigenous rights; and the potential for greater legal regulation (e.g. the ruling by the Supreme Court of Panama on Indigenous rights; recent legal challenges to the Brazilian government's failure to meet its environmental responsibilities). Social movements and juridical spaces need to adopt a radical shift in their vocabulary and in their world-making practices. Courts play a major role in shaping the way Indigenous environmental justice is understood, and are a vital site of contestation for radical environmental justice movements.
Stored with the screening record, where it is evidence for the labels above.
How this classification was reachedexpand
The three-model screen
all 5,600 screened works →All three models called this out of scope.
Essay on capitalism, colonialism and Indigenous environmental justice; law and political ecology.
This essay examines Indigenous environmental justice and extractive capitalism, not research itself.
Critical social analysis of Indigenous environmental justice and law; object is justice/politics, not research practice.
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.010 | 0.056 |
| Scholarly communication | 0.009 | 0.005 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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".