Indigenous ExtrACTIVISM in Boreal Canada: Colonial Legacies, Contemporary Struggles and Sovereign Futures
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 approaches contemporary extractivism as an environmentally and socially destructive extension of an enduring colonial societal structure. Manifested in massive hydroelectric developments, clearcut logging, mining, and unconventional oil and gas production, extractivism removes natural resources from their points of origin and dislocates the emplaced benefits they provide. Because externally imposed resource extraction threatens Indigenous peoples’ land-based self-determination, industrial sites often become contested, politicized landscapes. Consequently, I also illuminate the struggles of those who strive to turn dreams for sovereign futures into reality through extrACTIVIST resistance to extractivist schemes. Presenting four case synopses—from across Canada’s boreal forest and spanning a broad range of extractive undertakings—that highlight both sides of the extractivism/ACTIVISM formulation, this article exposes the political roots of resource-related conflicts and contributes to an emerging comparative political ecology of settler colonialism. While extractivism’s environmental effects are immediate and arresting, these physical transformations have significant cultural consequences that are underlain by profound political inequities. I ultimately suggest that because extractivism is colonial in its causal logic, effective opposition cannot emerge from environmentalism alone, but will instead arise from movements that pose systemic challenges to conjoined processes of social, economic, and environmental injustice.
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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 | 0.000 | 0.000 |
| 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