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Record W7072475269

Welcomed Participants' or 'Environmental Vigilantes'?\nThe CEPA Environmental Protection Action and the\nRole Of Citizen Suits in Federal Environmental Law

2002· article· en· W7072475269 on OpenAlexaboutno aff

Bibliographic record

VenueeYLS (Yale Law School) · 2002
Typearticle
Languageen
FieldPhysics and Astronomy
TopicPhotorefractive and Nonlinear Optics
Canadian institutionsnot available
Fundersnot available
KeywordsEnforcementGovernment (linguistics)Environmental lawAction (physics)Federal lawLaw enforcementLegal action
DOInot available

Abstract

fetched live from OpenAlex

In the 1999 amendments to the Canadian Environmental Protection Act, the federal government added a new citizen enforcement tool, known as an "environmental protection action." This was the first "citizen suit" provision in Canadian federal environmental law but it is unlikely to play more than a minor role in advancing enforcement of CEPA and is unlikely to be adopted in other environmental laws. This is because, despite initial interest in and commitment to citizen enforcement, the government was persuaded by industry representatives and others to significantly constrain the action and, shortly afterwards, to drop it entirely from the Species At Risk Act. This article reviews the arguments for and against citizen suits, the experience with them in other jurisdictions and the potential role for citizen suits in federal environmental law It concludes that citizen suits are in principle consistent with Canadian values and legal traditions and that practical difficulties can be met through careful drafting and administrative efforts. The constraints in CEPA are not necessary and, unless modified, will undermine the potential effectiveness of the citizen suit provision.

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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.196
Threshold uncertainty score0.998

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)0.0030.000

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 head0.023
GPT teacher head0.238
Teacher spread0.215 · 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 designBench or experimental
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

Citations0
Published2002
Admission routes1
Has abstractyes

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