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Record W2017858273 · doi:10.1177/0305829814523327

Constructing Dependency: The United States and the Problem of Foreign Oil

2014· article· en· W2017858273 on OpenAlexaboutno aff
Sebastian Herbstreuth

Bibliographic record

VenueMillennium Journal of International Studies · 2014
Typearticle
Languageen
FieldEnergy
TopicGlobal Energy Security and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsDependency (UML)Argument (complex analysis)PoliticsPrincipal (computer security)Middle EastPolitical scienceNational securityPolitical economyEconomicsPositive economicsDevelopment economicsLaw

Abstract

fetched live from OpenAlex

Dependence on foreign oil has long been considered a national security issue in the United States. Yet imports from some countries, such as Canada, are seen as a benign form of economic interdependence that yields gains from trade for both parties. Literature on energy interdependence usually conceives of dependency as an objective material condition whose political implications can be accessed through sober cost/benefit analysis. By contrast, this article argues that dependency is best seen as a discourse and that assessments of the costs and benefits of dependency are shaped by cultural constructions of geography. A critical constructivist approach to interdependence is developed to make this case. US dependence on Middle Eastern oil serves as an example to illustrate the argument. It is argued that American representations of the Arab world as America’s principal cultural Other have precluded a liberal reading of US–Middle Eastern energy interdependence.

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)0.001
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.926
Threshold uncertainty score0.283

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.016
GPT teacher head0.262
Teacher spread0.246 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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

Citations4
Published2014
Admission routes1
Has abstractyes

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