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Senator Obama and the environment

2008· review· en· W2041573371 on OpenAlexaboutno aff
Douglass F. Rohrman

Bibliographic record

VenueFrontiers in Ecology and the Environment · 2008
Typereview
Languageen
FieldEnergy
TopicGlobal Energy and Sustainability Research
Canadian institutionsnot available
Fundersnot available
KeywordsRenewable energyEnergy independenceGovernorPoliticsPolitical scienceEngineeringLaw

Abstract

fetched live from OpenAlex

With political reporting being what it is, one fears that Americans know more about Senator Barack Obama's three-point shooting ability than his stance on the environment. However, it may be that former Vice President Al Gore's summer challenge – on behalf of renewable energy – struck a chord with the American people, and that this message has stuck with Obama, who has said that he would support investing $150 billion over 10 years in alternative energy research. He believes that “we cannot drill our way to energy independence, but must fast-track investments in renewable sources of energy like solar power, wind power, and advanced biofuels”. Unlike his Republican counterpart, Senator John McCain, and his running mate, Alaska Governor Sarah Palin, a conservative on environmental issues, Senator Obama has condemned calls for drilling offshore and in the Arctic National Wildlife Refuge, although he conceded that some offshore drilling might be acceptable. He has boldly called for energy efficiency to be doubled within 18 years. The League of Conservation Voters' “0%” rating for McCain (although his lifetime record stands at “26%”) is in sharp contrast to their “86%” rating (down from “96%” only because of missed votes) for Obama over his 3 years in the US Senate, a rating that is largely based on Obama's introduction or co-sponsoring of nearly 100 environmentally friendly bills, including proposed legislation on reducing mercury emissions, raising fuel-economy standards for automobiles, and promoting biofuels production. (If a “below zero” rating were recognized, Palin would qualify. The day she stated that “the jury was out” regarding global warming, the Markham Ice Shelf separated from Canada's Ellesmere Island. Why would the governor of the state closest to the North Pole not be concerned about predictions that the Pole will be ice-free in a few years?) On the other hand, some environmental groups are skeptical of Obama's support for coal-to-liquids technology, and his apparent enthusiasm for ethanol-based fuels. Both candidates understand the need to cut carbon emissions, but disagree on how to accomplish this. Both support measures to maintain/enhance US energy security, but in somewhat different ways; Obama has supported corn-based ethanol and cellulosic-based fuels as fuel additives, whereas McCain has objected to ethanol and ethanol subsidies. Obama has strongly advocated new regulation of animal feeding operations for pollution mitigation. McCain has been mostly silent on this issue. The candidates differ on the nuclear power option. Obama is cautious about nuclear power, would end the development of the Yucca Mountain nuclear storage facility, and promotes the need for stronger scientific analyses. McCain is a dedicated supporter of nuclear power and the Yucca Mountain facility. Obama has fairly consistently supported development of green technologies, reductions in fossil-fuel consumption, and increases in fuel-efficiency standards. McCain has spoken out in favor of tougher emissions standards, the creation of nuclear and “clean coal” power plants, the use of alternative energy sources, and electric cars. Obama has promoted inner-city recycling programs, advanced environmental justice, and has fought environmental racism, a subject that McCain has largely avoided. Obama has called for reductions in both mercury and lead emissions to protect community health, a position with which McCain has basically agreed. Obama emphasizes the protection of the Great Lakes and our National Parks and Forests, while NRA member Palin supports aerial wolf hunting and has refused to take action to protect polar bears in Alaska. Neither candidate is entirely clear on how these critical issues would be funded. Obama would probably push for tax incentives and a tax on carbon emissions. McCain's position is not very different. So, will McCain's maverick image and his public divorce (or perhaps it's a trial separation) from the Bush Administration's environmental policies bode well for the environment, or will Obama's activist image portend better solutions to pressing problems? Most pundits believe that a McCain Administration will at least be a “step forward” from the Bush Administration when it comes to the environment, whereas an Obama Administration will eventually result in a nearly complete reversal of the current Administration's stance on environmental policy. Stay tuned during the fall and, of course, for the 4 years thereafter – Act One will open in Copenhagen, at the UN Climate Conference in early 2009.

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)0.009
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: Review · Consensus signal: none
Teacher disagreement score0.085
Threshold uncertainty score0.284

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.009
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0100.003
Scholarly communication0.0150.005
Open science0.0010.006
Research integrity0.0120.014
Insufficient payload (model declined to judge)0.0850.028

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 head0.008
GPT teacher head0.226
Teacher spread0.218 · 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
GenreReview

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

Citations1
Published2008
Admission routes1
Has abstractyes

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