Splintered Hinterlands: Public Anthropology, Environmental Advocacy, and Indigenous Sovereignty
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 research analyzes the roles of action ethnobiology and public anthropology in “ecological distribution conflicts”—disputes over the benefits and burdens of natural resources—in policy-oriented research and advocacy. It considers the Natural Resources Defense Council's (NRDC) international campaigns to protect “frontier landscapes” of the Western hemisphere. Specifically, I examine case studies in Chilean Patagonia and the boreal forest region in the Canadian Northeast. Despite geographical, historical, and cultural differences, NRDC's campaigns in these two regions involved a shared focus on developing advocacy strategies that draw on biocultural knowledge to advance stronger environmental protections. NRDC and its local partners used ethnoecology as an environmental tactic to protect rivers from proposed large hydroelectric dam projects in Chile, and drew upon ethnozoology to preserve caribou threatened by industrial logging in Canada. To consider the synergies and tensions of environmental advocacy and Indigenous sovereignty in these two instances, I analyze partnerships between environmental activists, lawyers, and scientists on the one hand, and Indigenous leaders and local residents on the other. Taking a public anthropological approach, this comparative research sheds light on the role of action ethnobiology as a condition of possibility for advocacy to enhance environmental sustainability and Indigenous sovereignty across the Americas.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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