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Record W6989771719

The case for underground gas storage (UGS) : a report submitted by the BGS to the House of Lords inquiry into European Union energy policy : gas supply and access

2004· other· en· W6989771719 on OpenAlexaboutno aff

Bibliographic record

VenueNERC Open Research Archive (Natural Environment Research Council) · 2004
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
FundersNatural Environment Research CouncilDepartment for International DevelopmentBritish Geological Survey
KeywordsNatural gasGas consumptionEconomic shortageSupply and demandEnergy supplyEuropean unionConsumption (sociology)ElectricityGuard (computer science)
DOInot available

Abstract

fetched live from OpenAlex

1. In Western Europe, gas penetration in the residential and commercial sectors has now reached about 44%. In line with this trend, UK gas consumption has more than doubled over the past ten years, and gas now holds a key position as an energy source, both as a primary fuel (for heating and cooking) and for electricity generation.
\n2. The gas supply industry has to adjust to very wide seasonal variations in consumption due to rapidly changing electricity, heating and air conditioning requirements.
\n3. Thanks to its huge reserves of North Sea gas and oil, Britain is the only G7 country other than Canada still largely self-sufficient in energy. The UK continues to enjoy a high level of diversity and security of supply, but this is changing rapidly.
\n4. Although the UK is still a net exporter of natural gas, there are times during peak demand when it has to import foreign gas to meet its needs. In the course of 2000, the UK imported about 2% of its gas demand of about 97 bcm (billion cubic metres) per year. The DTI projections are of UK gas import dependency rising to more than 58% of demand by 2010, and 90% of demand by 2020. National Grid Transco predicts that net imports of gas will exceed domestic production in 2008-9 and will reach 70% by 2014.
\n5. Our coming reliance on "less secure" external supply sources makes it necessary to be on guard against any risk of supply shortages or major disruption, be it technical as in an accident (such as the explosion at the Esso Longford gas plant in 1998 in Victoria, Australia, which disrupted supplies across the State for nearly two weeks), or political such as following a terrorist attack.

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)0.084
metaresearch head score (Gemma)0.012
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Scholarly communication, Open science, Research integrity
Consensus categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Open science
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.301
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0840.012
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.003
Science and technology studies0.0050.011
Scholarly communication0.0040.001
Open science0.0120.021
Research integrity0.0000.005
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 head0.122
GPT teacher head0.390
Teacher spread0.268 · 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; both teacher heads agree on what is shown here.

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
Published2004
Admission routes1
Has abstractyes

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