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Record W1553727096

Hydro Law and the Future of Hydroelectric Power Generation in the United States

2012· article· en· W1553727096 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueVanderbilt law review · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Systems and Judicial Processes
Canadian institutionsnot available
Fundersnot available
KeywordsHydroelectricityRenewable energyNatural resource economicsGreenhouse gasEnvironmental protectionBusinessEnvironmental scienceEconomicsEngineeringEcology
DOInot available

Abstract

fetched live from OpenAlex

I. SETTING THE STAGE: HYDRO TRIUMPHS BUT ITS MARKET SHARE STEADILY DECLINES 1727A. The Pros 1734B. The Cons 17351. Fish Loss 17362. Land Loss and Scenic Impairment 17373. Pollution and Aquatic Ecosystem Modification 17374. Climate Change 17385. Increased Competition for Water 17426. Aging Infrastructure 1743II. THE ENVIRONMENTAL-RECREATIONAL-TRIBAL NETWORK OF CONSTRAINTS 1744A. Mitigation of Lost Fish Runs Pre -???? and ESA 1745?. ???? and ESA Change the Game 1749C. Parity for Fish and White Water Rafters in FERC Licensing 1752III . FROM WORKING RIVERS TO RIVERS THAT WORK 1755IV. HYDRO'S FUTURE 1758A. Is the Capacity There? 1759B. The Small-Scale Upgrade Scenario 1760C. Big Hydro 17631. Private Financing of Project Upgrades 17632. Integrating Hydro Production with the Environmental Protection Network 1764V. CONCLUSION 1766Hydroelectric energy (hydro) is the oldest major source of noncarbon, renewable energy in the United States. For three reasons, increased hydro generation should be a major element of any national climate change and energy-security policy designed to promote the greater use of renewables to help the country transition to the production of sustainable, i.e., noncarbon-based, energy. First, hydro is relatively clean because it does not cause air pollution or substantial greenhouse gas emissions.1 Second, hydro is relatively reliable.2 Third, hydro can help wean the United States from its dependence on imported and often politically unstable hydrocarbon sources of energy,3 because the resource is widely available, and substantial undeveloped capacity exists.4 In addition, many nations in Africa, Asia, and Latin America, and Canada are investing heavily in new hydro facilities.5 The Energy Information Administration (EIA) projects that worldwide hydro -generating capacity will grow at a rate of 2% from 2008 to 2035.6 However, in the United States, hydro is treated as the stepchild of renewable energy law and policy. Given hydro's benefits, it is logical to ask: is the United States as out of step with world energy policy as it is with climate change policy? The current expert consensus answer is no: increased hydro generation will not be a major component of any carbon or noncarbon U.S. energy future. Hydro currently supplies 42% of the 7% of domestic energy production generated by renewable resources.7 Most authoritative energy scenarios suggest that, for the foreseeable future, hydro's share will be flat or experience only modest increases.8The EIA estimates that the United States' hydro-generating capacity is projected to grow at a rate of only 0.1% per year. Initially, this conclusion is paradoxical because the International Energy Agency (IEA) estimates that the United States has tapped only 16% of its potential hydro production.9 The conventional answer to this paradox is that hydro is nonetheless a developed technology, has high environmental costs compared to wind and solar energy, and is both a climate change adaptation option and an energy source stressed by climate change. Therefore, the prevailing consensus is that there is no need to provide substantial incentives for its expansion, like those available for wind, solar, biomass, and other alternative renewables.10 To borrow from equilibrium ecology, hydro has reached its climax stage.11 This assumption is reflected in state renewable portfolio standards legislation and federal tax incentives,12 which exclude conventional hydro from definitions of renewable energy. …

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.

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)0.003
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: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.994
Threshold uncertainty score0.983

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
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 head0.024
GPT teacher head0.299
Teacher spread0.275 · 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