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Record W2979640336

A Guide to Emissions Trading under the Western Climate Initiative

2019· article· en· W2979640336 on OpenAlexaboutno aff
Chios Carmody

Bibliographic record

VenueCanada-United States law journal · 2019
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicClimate Change Policy and Economics
Canadian institutionsnot available
FundersCase Western Reserve University
KeywordsEmissions tradingClimate changeBusinessNatural resource economicsEnvironmental sciencePolitical scienceClimatologyEconomicsOceanographyGeology
DOInot available

Abstract

fetched live from OpenAlex

This Guide presents an overview of the cap-and-trade system of carbon emissions trading created and adhered to under the Western Climate Initiative (WCI). This Guide is divided into five chapters. Chapter 1 provides an overview of a cap-and-trade system of emissions permits. Chapter 2 explains the constitutional background to cap-and-trade schemes in the United States and Canada. Chapter 3 provides an overview of the linked system and a summary of its principal features in each WCI cap-and-trade partner jurisdiction (California, Quebec, Ontario). Chapter 4 explains how emission allowances are traded under the WCI and includes the results of a survey undertaken of emissions trading market participants. Chapter 5 provides some concluding observations with respect to WCI cap-and-trade.

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)0.001
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.671
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.074
GPT teacher head0.271
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 teacher head, 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

Citations3
Published2019
Admission routes1
Has abstractyes

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