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Record W2583463063 · doi:10.2118/1216-0012-jpt

Comments: The Supply/Demand Balance

2016· article· en· W2583463063 on OpenAlexaboutno aff
John Donnelly

Bibliographic record

VenueJournal of Petroleum Technology · 2016
Typearticle
Languageen
FieldEnergy
TopicGlobal Energy and Sustainability Research
Canadian institutionsnot available
Fundersnot available
KeywordsQuarter (Canadian coin)Economic shortageEconomicsBalance (ability)Supply and demandProduction (economics)Petroleum industryEarningsRecessionBusinessFinanceMacroeconomicsEngineering

Abstract

fetched live from OpenAlex

Editor's column Layoffs have slowed, some companies posted profits in the third quarter, and there is even talk of a coming oil shortage that would cause oil prices to spike. But there is generally no consensus on what the oil market has in store over the next 1–2 years. At a recent industry gathering in London, Saudi Arabia’s Energy Minister Khalid al-Falih said the market was recovering from its severe 2-year decline, with global supply and demand becoming rebalanced, which will raise oil prices. “We are now at the end of a considerable downturn,” he said. But whether OPEC can reach, or keep, a production agreement is unclear. Although North American unconventional output has been unprecedented over the past few years, OPEC’s course of action over the next year “will define whether the industry will experience a slow and smooth recovery to a sustainable price equilibrium, or a period of underinvestment leading to a volatile and high oil price,” says consultancy Wood Mackenzie. “Even if the recent provisional deal produces minimal results, OPEC Gulf countries will ultimately need to cut production if operators expect prices to recover in the next 3 years.” Third-quarter company earnings were mixed, with some service companies and operators finally posting profits after severely cutting costs. Shell and BP reported third-quarter profits after shedding jobs and slashing expenses, rebounding from 2 years of losses. Both companies said they believe supply and demand are coming back into balance and expressed cautious optimism about 2017. But profits at -ExxonMobil, Chevron, Statoil, and other majors were not as positive. Halliburton finally turned the corner on profitability in the quarter but other service companies such as -Schlumberger did not. Many oil executives are warning that the lack of investment caused by the downturn will lead to a severe oil supply shortfall in just a few years and, with it, a sharp price increase. That also may suggest that they believe that the oil price recovery will be so gradual that it will not spur any rapid rise in upstream spending. But although upstream investment has fallen sharply, a supply shortage is not necessarily imminent. Much of the upstream spending that has been curtailed, says Amy Myers Jaffe, an energy expert and executive director for energy and sustainability at the University of California at Davis, was from high-cost, frontier projects such as the Arctic. With budgets tight, spending may be directed instead to surer plays such as the Permian Basin in west Texas, with a focus on existing fields, which will lead to first oil production more quickly. Investment continues to flood into the Permian, and the US Geological Survey last month upgraded its reserve estimates for the Wolfcamp shale in the Midland Basin portion of the Permian. If OPEC continues to worry about losing market share and operators become more disciplined in their upstream spending, the shortfall may not materialize.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.028
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.053
Threshold uncertainty score0.178

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.028
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0040.002
Scholarly communication0.0060.006
Open science0.0030.002
Research integrity0.0250.026
Insufficient payload (model declined to judge)0.0530.029

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 head0.007
GPT teacher head0.255
Teacher spread0.248 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreCommentary

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
Published2016
Admission routes1
Has abstractyes

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