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Record W2051967009 · doi:10.1093/ejil/15.4.617

The United States and International Environmental Law: Living with an Elephant

2004· article· en· W2051967009 on OpenAlexaff
Jutta Brunnée

Bibliographic record

VenueEuropean Journal of International Law · 2004
Typearticle
Languageen
FieldEnvironmental Science
TopicInternational Environmental Law and Policies
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsInternational lawPolitical scienceKyoto ProtocolEnvironmental lawTreatyLawConventionSummitMistakeClimate changeGeography

Abstract

fetched live from OpenAlex

For many observers, the US decision in 2001 to abandon the Kyoto Protocol to the United Nations Framework Convention on Climate Change encapsulates an alarming trend in American attitudes towards international environmental law. This article explores recent trends in US approaches. It begins by canvassing the trajectory of US practice since around the time of the 1992 Earth Summit in Rio. This review suggests that some shifts in legal avenues for shaping relevant policy agendas have indeed occurred, but that it would be a mistake to treat one event — the US withdrawal from Kyoto — as representative of the nature of these shifts. It then examines a range of possible explanations for the changing US approach to international environmental law. These include factors related to the growth of treaty regimes and institutional structures, factors related to American power, domestic politics and attitudes towards international law, and factors specifically related to the administration of George W. Bush. Both the review of US practice and the assessment of factors that might account for American policy suggest that the international environmental law community must carefully distinguish short-term developments from longer-term trends. Living next to you is in some ways like sleeping with an elephant.No matter how friendly and even-tempered is the beast, if I can call it that,one is affected by every twitch and grunt. Pierre Elliott Trudeau Our country, the United States is the world’s largest emitter of manmade greenhouse gases. We account for almost 20 percent of the world’s man-made greenhouse emissions. We also account for about one-quarter of the world’s economic output. We recognize the responsibility to reduce our emissions. We also recognize the other part of the story — that the rest of the world emits 80 percent of all greenhouse gases. And many of those emissions come from developing countries. This is a challenge that requires a 100 percent effort; ours, and the rest of the world’s. The world’s second-largest emitter of greenhouse gases is China. Yet, China was entirely exempted of the Kyoto Protocol.... India was also exempt from Kyoto.... [The] Kyoto [Protocol] is, in many ways, unrealistic. Many countries cannot meet their Kyoto targets. The targets themselves were arbitrary and not based upon science. For America, complying with those mandates would have a negative economic impact, with layoffs of workers and price increases for consumers. And when you evaluate all these flaws, most reasonable people will understand that it’s not sound public policy.... Yet, America’s unwillingness to embrace a flawed treaty should not be read by our friends and allies as any abdication of responsibility. To the contrary, my administration is committed to a leadership role on the issue of climate change. President George W. Bush

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)0.006
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.019
Threshold uncertainty score0.043

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.004
Science and technology studies0.0120.035
Scholarly communication0.0190.031
Open science0.0010.009
Research integrity0.0150.014
Insufficient payload (model declined to judge)0.0070.001

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 head0.006
GPT teacher head0.203
Teacher spread0.197 · 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
GenreEmpirical

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

Citations11
Published2004
Admission routes1
Has abstractyes

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