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Record W2910877383 · doi:10.26686/vuwlr.v49i3.5327

Litigating Climate Change – Of Politics and Political Questions: A Comparative Analysis of Justiciability of Climate Change in the United States and Canada

2018· article· en· W2910877383 on OpenAlex
Inura Fernando

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

VenueVictoria University of Wellington Law Review · 2018
Typearticle
Languageen
FieldEnvironmental Science
TopicClimate Change and Geoengineering
Canadian institutionsnot available
Fundersnot available
KeywordsJusticiabilityPolitical questionPolitical sciencePoliticsLawContext (archaeology)Climate changeJurisprudenceDoctrineLaw and economicsSociologyGeography

Abstract

fetched live from OpenAlex

This article seeks to highlight the differences in the jurisprudence on the justiciability of climate change in Canada and the United States. Underpinning this article are questions about the appropriate role of the judiciary in addressing polycentric policy issues. This article will first outline the policy context in which legal issues of climate change are framed. Second, this article will explore the general doctrines of justiciability in Canada and the United States, and how these interrelate with specific doctrines on the justiciability of climate change. The author argues that, with respect to the justiciability of climate change, the approach of the courts in the United States is more principled than that of the Canadian courts, the Canadian approach being more broadly framed. This is because the United States approach encompasses the classic strand of the political questions doctrine. Conversely, though the courts in Canada deny the existence of an American-style political questions doctrine, they unwittingly follow its prudential strand. This has negative implications for legal reasoning. This means that despite contrary appearances from the United States executive, the courts in the United States provide a stronger framework for the protection of the climate.

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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.263
Threshold uncertainty score0.597

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.033
GPT teacher head0.270
Teacher spread0.237 · 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