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Record W4413366045 · doi:10.1017/9783940924650.009

The Geopolitical Shift of Energy Supply and Demand: The Implications on the Middle Eastern Energy Suppliers

2015· other· en· W4413366045 on OpenAlexaboutno aff
Sara Vakhshouri

Bibliographic record

Venuenot available
Typeother
Languageen
FieldEnergy
TopicGlobal Energy Security and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsGeopoliticsEnergy (signal processing)Energy demandEnergy supplyBusinessNatural resource economicsEconomic geographyEconomicsPolitical scienceMathematicsStatistics

Abstract

fetched live from OpenAlex

Introduction The shale revolution in the U.S. is changing the country's position in the market from a major importer of energy to an energy exporter. In 2013, U.S. energy production reached to 81.7 quadrillion BTU (quads) which was sufficient to supply 84% of its total energy demand of 97.5 quads. In the same year, U.S. energy mix included 82% of fossil fuels, 10% renewable and 8% nuclear energy. U.S. domestic energy supplies, particularly natural gas and crude oil have, increased markedly since 2005. Between 2005 and 2014, U.S. tight oil and shale gas production boosted significantly and rose nearly 34 and 65 percent, respectively. American oil output in 2013 has witnessed its largest annual increase since 1989, reaching 7.44 million barrels per day. It also projected that by 2015, America's oil output will reach to 9.6 million barrels a day – the highest number ever produced since 1970. Dry natural gas production in 2013 was also at its highest level ever, having increased by 21 percent since January 2010. Most of this production increase has been a result of increase in drilling productivity particularly in Marcellus shale formation. Alongside this production increase, U.S. exports of refined petroleum products and natural gas pipeline export to its neighboring countries grew dramatically last year. Refined petroleum exports jumped 10 percent in 2013 and reached to 2.95 million barrels a day in October of this year. This was a 70 of percent increase in comparison to the past decade. U.S. natural gas pipeline exports to its neighboring countries in 2013 peaked at nearly 99 billion cubic feet (bcf) in January. This number was 84 bcf in 2012 and 25 bcf in 2003. Over the past decade, U.S. natural gas exports to Mexico, via pipeline, almost doubled and more than tripled to Canada. At the same time, overall U.S. energy imports in 2013 fell by 10 percent compared to 2012, and 15 percent in compared to 2011. The last time this ratio of U.S. domestic energy supplies to consumption was so high was during the 1978 to 1982 period. This was the time that U.S. oil consumption declined as a result of global oil prices rose due to the 1979 revolution in Iran, and the Iran-Iraq war between 1980 and 1988. This dramatic increase of domestic energy production is, as we know, mainly the result of technological innovations. Hydraulic fracturing and horizontal drilling technologies have increased U.S. oil production by 30 percent.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.558
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
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
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 head0.022
GPT teacher head0.239
Teacher spread0.217 · 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
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
Published2015
Admission routes1
Has abstractyes

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