MétaCan
Menu
Back to cohort
Record W2605186648

Pipelines as Sun Tunnels: Visualizing Alternatives to Carboniferous Capitalism

2017· article· en· W2605186648 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

VenueCtheory · 2017
Typearticle
Languageen
FieldHealth Professions
TopicIndigenous Studies and Ecology
Canadian institutionsnot available
Fundersnot available
KeywordsOil sandsPipeline transportIndigenousCapitalismEconomyArchaeologyLawPolitical scienceEngineeringPoliticsHistoryEconomicsEnvironmental engineering
DOInot available

Abstract

fetched live from OpenAlex

Pipelines as Sun Tunnels: Visualizing Alternatives to Carboniferous Capitalism Published in CTheory, March 28, 2017 Trudi Lynn Smith and James K. Rowe School of Environmental Studies University of Victoria Canada is home to the third largest oil deposit in the world, the Alberta Tar Sands (behind only Venezuela and Saudi Arabia). Over the past decade there have been quickening efforts by tar sands producers to build new pipelines to transport more oil to market. The precise reason industry wants new pipelines – allowing for expanded tar sands production – is why they are being so fiercely resisted by indigenous peoples and environmentalists. Growing the tar sands will further pollute and despoil the traditional territories of the Beaver Lake Cree and many other First Nations affected by the intensive mining required to extract tar sands oil. 1 Expanded production will also grow global C02 emissions, making it increasingly challenging for Canada and the global community to arrest dangerous climate change. 2 Finally, new pipeline infrastructure necessarily means more spills of oil onto land and water and the further production of capitalist “sacrifice zones.” 3 The Keystone XL pipeline, proposed to transport tar sands oil across the Canadian border and through the United States was defeated thanks to powerful alliances between indigenous peoples, environmentalists and local communities along the pipeline route who were rightfully worried about the adverse effects of spills. While Donald Trump has signed an executive order that resurrects the project, opposition remains strong and the project’s future is uncertain. 4 The Enbridge Northern Gateway project, another high-profile tar sands pipeline, was recently defeated by similar assemblages of opposition. The proposed project would have sent tar sands oil to Canada’s west coast – a distance of approximately 1,200 kilometres – where it would then be loaded onto supertankers bound for Asian markets. Resistances to Keystone XL and Northern Gateway are manifestations of what journalist Naomi Klein calls “blockadia” – a “roving transnational conflict zone that is cropping up with increasing frequency and intensity wherever extractive projects are attempting to dig and drill, whether for open-pit mines, or gas fracking, or tar sands oil pipelines.” 5 The same day that Canadian Prime Minister Justin Trudeau announced his government’s opposition to the Enbridge Northern Gateway project in November 2016, he gave his approval to the Kinder Morgan pipeline expansion. 6 Cut off one tar sands tentacle and another one sprouts. Blockadia has now set its sights on the Kinder Morgan pipeline, which is currently the major flashpoint over tar sands expansion in Canada. The Kinder Morgan project would twin an existing pipeline that runs from the Alberta tar sands to metro Vancouver (a distance of roughly 1,150 kilometres). At full capacity, the expanded pipeline will transport 890,000 barrels of tar sands oil per day. The Tsleil-Waututh Nation, whose traditional territories are proposed to house the terminus for the pipeline expansion, have consistently warned about the increased chance of catastrophic oil

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.294
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0080.000
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.003

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 head0.067
GPT teacher head0.473
Teacher spread0.406 · 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