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Record W2907427245 · doi:10.4337/9781788114677.00026

A review of environmental courts and tribunals for CSOs and the judiciary

2018· review· en· W2907427245 on OpenAlexaboutno aff
Ria Guidone, Holly Jonas

Bibliographic record

VenueEdward Elgar Publishing eBooks · 2018
Typereview
Languageen
FieldSocial Sciences
TopicEnvironmental law and policy
Canadian institutionsnot available
Fundersnot available
KeywordsAppealTribunalLawPolitical scienceSupreme courtHigh Court

Abstract

fetched live from OpenAlex

This chapter sheds light on specific national ECT experiences, with a focus on the Asia-Pacific region. It further identifies advantages and disadvantages in developing specialized ECTs and lessons learned over the years. ECTs discussed include: (1) the Kenyan Land and Environmental Law Division of the Supreme Court (Green Bench); (2) the Canadian Ontario Environmental Review Tribunal (Independent Tribunal); (3) Sweden’s Regional Environmental Courts (Trial Court) & Environmental Court of Appeal (Appeal Court); (4) Australia’s Land and Environment Court of New South Wales (Appeal Court); (5) China’s Four-tiered Environmental Court System (Trial & Appeal Courts); (6) India’s National Green Tribunal (Independent Tribunal); and (7) the Republic of the Philippines’s 117 General Court Green Benches (Trial & Appellate). ECTs are revealed to play a role in achieving environmental governance, especially given their possibility for adaptation in accordance with the region’s needs.

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)0.004
metaresearch head score (Gemma)0.001
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: Review
Teacher disagreement score0.914
Threshold uncertainty score0.774

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.002
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 head0.040
GPT teacher head0.340
Teacher spread0.299 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

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
Published2018
Admission routes1
Has abstractyes

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