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Record W2563813189 · doi:10.1080/10455752.2016.1268187

Sustainable Colonization: Tar Sands as Resource Colonialism

2016· article· en· W2563813189 on OpenAlex

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

VenueCapitalism Nature Socialism · 2016
Typearticle
Languageen
FieldEngineering
TopicMining and Resource Management
Canadian institutionsnot available
FundersU.S. Department of Energy
KeywordsOil sandsNatural resourceIndigenousColonialismSustainabilityBusinessPolitical scienceEconomyGeographyEconomicsLawEcologyArchaeology

Abstract

fetched live from OpenAlex

Canada is one of the world’s largest petrostates, owing to large shale oil deposits, also known as tar sands, which can be found within its borders. In recent decades, as the price of crude oil has increased dramatically, corporations and the Canadian state have worked together to open the oil deposits in Northern Canada for extraction and transportation. Despite a stated commitment to environmental sustainability by the United States and Canadian governments, both have endorsed tar sands extraction and transport. Government and corporate entities have tried to reframe tar sands as “ethical oil,” yet all steps in the process involved pose tremendous ecological, social, economic, and cultural threats to First Nations communities in Canada, landowners in the Midwest and Texas, local ecosystems, and the global climate. This practice is part of a long-standing pattern of appropriating and using public and First Nations land for economic development. We argue that tar sands production on First Nations land is a practice of resource colonialism: the theft and appropriation of land belonging to indigenous people in order to access natural resources. By branding tar sands as “ethical oil” and labeling production companies as “sustainable,” the public and private sectors bound up in the extractive economy claim to provide an essential public service while misdirecting attention away from acts of colonialism that make these resources available. In this article, we examine the ways in which corporate and state entities use the discourse of sustainability as a cover for continued resource colonialism.

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: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.322
Threshold uncertainty score0.984

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 integrity0.0010.000
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 head0.003
GPT teacher head0.205
Teacher spread0.202 · 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