MétaCan
Menu
Back to cohort
Record W4407576326 · doi:10.4337/9781035326570.00022

Energy relations in North America: from three trilateral amigos to three bilateral acquaintance

2025· book-chapter· en· W4407576326 on OpenAlexaboutno aff
Monica Gattinger, Rafael Aguirre Ponce, Julien Tohme

Bibliographic record

VenueEdward Elgar Publishing eBooks · 2025
Typebook-chapter
Languageen
FieldEnergy
TopicGlobal Energy Security and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsEnergy (signal processing)MathematicsStatistics

Abstract

fetched live from OpenAlex

North America is an energy powerhouse with vast reserves of oil, natural gas, and critical minerals, and substantial potential to generate electricity. Canada, the United States and Mexico have the potential to become a formidable “energy bloc.” In theory, at least. In practice, economic, environmental, security, and political factors in recent years have shaped domestic, bilateral, and trilateral energy relations in ways that leave the potential for a “North American energy idea” an image in the rear-view mirror. Although energy trade between the three countries has grown over the twenty-first century, relationships between the three governments have descended from their height of the “three amigos” in the early 2000s to something more like three bilateral acquaintances in the 2020s. This shift is due to a number of factors, chief among them the reduction in US energy security concerns as American oil and gas production has soared, the ascendance of climate change imperatives and governments’ focus on the domestic scene to address them, and the rise of protectionism in the US and energy nationalism in Mexico under recent administrations. This chapter traces this shift. It begins with an overview of the imperatives of the market, environmental, security, and social acceptance that governments must address when developing energy policy. It then uses this framework to explore the evolution of domestic energy policy in each of the three North American Free Trade Agreement (NAFTA) countries over the last five decades, with an emphasis on recent developments under Canadian Prime Minister Justin Trudeau, American President Joe Biden, and Mexican President Andrés Manuel Lopez Obrador (AMLO). The following section examines the evolution of trilateral and bilateral relationships over time, tracing the evolution from the three (trilateral) amigos pursuing robust energy collaboration to strengthen energy security to the three (bilateral) acquaintances where political leaders’ attention is mainly focused on the domestic scene. The chapter concludes that although a return to more robust bilateral and trilateral collaboration could strengthen North American energy security, sustainability, and competitiveness, this is unlikely to materialize in the current domestic political, economic, and energy context in each country.

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 categoriesMeta-epidemiology (narrow), Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.830
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0020.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.015
GPT teacher head0.217
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

Classification

machine, unvalidated

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

Study designTheoretical or conceptual
Domainnot available
GenreOther

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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueEdward Elgar Publishing eBooksSame topicGlobal Energy Security and PolicyFrench-language works237,207