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Record W2011576368

Litigating Canada-U.S. Transboundary Harm: International Environmental Lawmaking and the Threat of Extraterritorial Reciprocity

2007· article· en· W2011576368 on OpenAlexaboutno aff
Austen L. Parrish, Shi-Ling Hsu

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldEnvironmental Science
TopicInternational Maritime Law Issues
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceScholarshipExtraterritorialityReciprocity (cultural anthropology)International lawLawmakingHarmContext (archaeology)SovereigntyLawCustomary international lawEnvironmental lawPolitical economySociologyPublic international lawJurisdictionLegislaturePoliticsGeographySocial science
DOInot available

Abstract

fetched live from OpenAlex

This Article joins a spirited debate ongoing among international law scholars. Numerous articles have debated the changing nature of international law and relations: the impact of globalization, the decline of territorial-sovereignty, the ever important role that non-state actors play, and the growing use of domestic laws to solve transboundary problems. That scholarship, however, often speaks only in general theoretical terms, and has largely ignored how these changes are playing out in countries outside the United States in ways that impact American interests.\nThis Article picks up where that scholarship leaves off. It examines one of the perennial challenges for international environmental law - how to address transboundary pollution. It does this in the context of an unlikely flashpoint, the Canada-U.S. relationship. The Article explores the possibility that Canadians will use their own domestic environmental laws in Canadian courts to remedy transboundary harm. The Article argues that in light of the recent chill in Canada-U.S. relations, the growing extraterritorial reach of U.S. environmental laws, and the recent changes in law and science that Canadians (and, in particular, those living in the province of Ontario) are likely to turn to extraterritorial environmental statutes, and then file suit under those statutes, as a means of addressing U.S. pollution that causes cross-border harm.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.138
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.003
GPT teacher head0.201
Teacher spread0.198 · 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 teacher head, not a consensus.

Study designObservational
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

Citations4
Published2007
Admission routes1
Has abstractyes

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Same topicInternational Maritime Law IssuesFrench-language works237,207