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Record W7061269174

Power, Narrative, and Energy Transitions in the Fossil Fuel Landscapes of North America

2024· article· en· W7061269174 on OpenAlexaboutno aff

Bibliographic record

VenueScholarWorks -A service of University of Vermont Libraries (University of Vermont) · 2024
Typearticle
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsEnergy transitionPrivilege (computing)Fossil fuelNarrativeGovernment (linguistics)Futures contractWork (physics)Environmental impact of the energy industryPower (physics)GeopoliticsGeographer
DOInot available

Abstract

fetched live from OpenAlex

The urgency of energy transition is driven by growing public concerns around climate change and is underpinned with a desire for a more sustainable and equitable world. However, these more sustainable and equitable worlds are being negotiated on uneven terrains of power that privilege counterintuitive positions on the necessity of, and approach to, the phase out of fossil fuels, and favor initiatives that continue unequal distributions of wealth and resources. This dissertation investigates the obstacles in the way of just and ecological futures by scrutinizing the relationship between power, narrative, and materialities within the socioeconomic structures of our current capitalist system. To do so, it situates around contemporary energy transitions within the physical and cultural landscapes of historical fossil fuel regions in Canada and the United States. In the first study, I explore the production and circulation of narratives shaping pro-fossil fuel energy discourses in Canada. I use computational text analysis methods to unpack the narrative of Canadian energy constructed by a government funded provincial corporation in Alberta and identify a number of discursive tactics commonly used by the fossil fuel industry to reify fossil fuels' dominance. In the second study I draw on the experiences of individuals employed in the oil and gas industry in northern Alberta and West Texas to theorize the relationship between the alienation of workers and the adoption of narratives in defense of capital. I demonstrate how the structure of employment and the nature of work in the industry lead to conflicting conceptualizations of self and meaningful work. This conflict is exploited by fossil fuel actors to perpetuate subjectivities in support of continued extraction. The third study analyzes energy transition initiatives that leverage the landscapes and infrastructures of fossil fuels' past to operationalize narratives of just and ecological futures. Through a critical analysis of two projects developing solar projects on former fossil fuel sites in Alberta and Appalachia, I explore what it means to enact a just transition. While both initiatives address histories of extraction, dispel the perceived threats of solar, and position themselves as promising innovations in energy transition, they differ in the ways each redistributes power or entrenches systemic inequalities. Energy transitions represent more than technological progress or a solution to climate change - they are opportunities to correct past harms, redistribute power, and imagine more desirable futures. However, in regions of historical fossil fuel extraction discursive power is being wielded to protect fossil fuel's dominance, maintain existing power dynamics, and draw communities into polarized politics around climate change and energy's future. As we work toward the enactment of just transitions, this dissertation encourages readers to contemplate the relationships between histories of exploitation, class dynamics, and ideological influences.

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.

How this classification was reachedexpand

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 categoriesInsufficient 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 score0.371
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0050.000

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 head0.179
Teacher spread0.173 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueScholarWorks -A service of University of Vermont Libraries (University of Vermont)Same topicMagnetic confinement fusion researchFrench-language works237,207