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Record W7092367542 · doi:10.1016/j.exis.2025.101793

Canada’s climate policy crossroads: Supply-side pressures and competing energy futures

2025· article· en· W7092367542 on OpenAlexafffundabout

Bibliographic record

VenueThe Extractive Industries and Society · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsMemorial University of NewfoundlandUniversity of British ColumbiaMcGill University
FundersSocial Sciences and Humanities Research CouncilSocial Sciences and Humanities Research Council of Canada
KeywordsFossil fuelGreenhouse gasClimate changeEnvironmental impact of the energy industryProduction (economics)Energy policyVulnerability (computing)Renewable energyEnergy supply

Abstract

fetched live from OpenAlex

• Canada’s greenhouse gas emissions goals are at odds with its intentions for fossil fuel production. • The provinces most dependent on oil and gas extraction avoid aligning production with territorial emissions reductions. • In contrast, Quebec has foregone fossil fuel development to become a climate policy leader. • Fossil fuel dependency creates economic vulnerability as global demand shifts. • Canadian climate policy requires a dual focus on both fossil fuel supply and demand. This article documents interprovincial variation in climate and energy policy trends within Canada to explore the disconnect between climate ambition and aspirations for fossil fuel production. We compare subnational policies concerning domestic emissions and fossil fuel production within and across four provinces. Unsurprisingly, the provinces most economically dependent on fossil fuel production are both committed to expanding production and less ambitious with respect to reducing their emissions within their borders. Yet Quebec took a different path, forgoing development of its oil and gas reserves, and instead focusing on deep emissions reductions and building a lower-carbon economy that will be more resilient in the ongoing global energy transition. In a more ambivalent policy position, British Columbia has committed to expanding gas production for export, yet has remained relatively ambitious with respect to reducing its territorial emissions. Set in the overarching national energy and climate policy context, this article underscores the disconnect between production and territorial emission policies, one that leaves Canada economically vulnerable while the global energy transition unfolds, decreasing global fossil fuel demand.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.560
Threshold uncertainty score0.999

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 studies0.0020.001
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 head0.010
GPT teacher head0.274
Teacher spread0.264 · 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 designNot applicable
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

Citations3
Published2025
Admission routes3
Has abstractyes

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