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Record W2513888103

Sovereignty and Indigenous Resistance in the Modern World: The Case of Athabascan Oil Sands Development

2014· article· en· W2513888103 on OpenAlex
Stefanie Wickstrom

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueScholarWorks (Central Washington University) · 2014
Typearticle
Languageen
FieldEngineering
TopicMining and Resource Management
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousSovereigntyResistance (ecology)Political scienceAutonomyPoliticsPolitical economyEconomyGeographySociologyLawEcologyEconomics
DOInot available

Abstract

fetched live from OpenAlex

Indigenous peoples throughout the Americas have long been threatened by unsustainable development in their traditional territories and are today on the forefronts of resistance against harmful development projects. Underlying some of the efforts of indigenous peoples in the United States and Canada is the notion that Tribes or First Nations might somehow make development good for indigenous people by exercising “sovereignty.” Sovereignty and development, however, are imposed regimes. Settler states and corporations have been the ones to define and exercise sovereignty to direct development. Wresting labor and natural resources from indigenous peoples and other exploited populations has been essential to capitalist development. Transformative politics is impossible when indigenous peoples conform to values and systems of governance that have long been the means for their exploitation. Aspiring to “legitimize” their control over lands and resources has precluded indigenous autonomy and anti-systemic struggle. Competition between communities and indigenous leaders for advantages and opportunities promised by developers undermines pan-indigenous organizing and divides communities. This chapter presents an overview of the exploitation of oil sands bitumen that threatens the peoples and ecosystems of the Athabasca River basin in the Canadian province of Alberta. It sets forth some of the responses of Algonquin and Athabascan communities and First Nations organizations. The objectives are to illustrate that sovereignty is a key component of a losing game for indigenous peoples and to inspire further consideration of how indigenous resistance might be constructed to provide greater protection to peoples and ecosystems being sacrificed to capitalist development.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.817
Threshold uncertainty score0.407

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.006
GPT teacher head0.170
Teacher spread0.164 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it