MétaCan
Menu
Back to cohort
Record W183155047

Legal aspects of carbon trading : Kyoto, Copenhagen, and beyond

2009· preprint· en· W183155047 on OpenAlex

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

VenueRePEc: Research Papers in Economics · 2009
Typepreprint
Languageen
FieldSocial Sciences
TopicLegal Systems and Judicial Processes
Canadian institutionsnot available
Fundersnot available
KeywordsKyoto ProtocolEmissions tradingCarbon offsetCarbon marketCarbon fibersInternational tradeGreenhouse gasPolitical scienceInternational economicsBusinessEconomicsComputer science
DOInot available

Abstract

fetched live from OpenAlex

Since 2005 the carbon market has grown to a value of nearly $100 billion per annum. This new book examines all the main legal and policy issues which are raised by emissions trading and carbon finance. It covers not only the Kyoto Flexibility Mechanisms but also the regional emission trading scheme in the EU and emerging schemes in the US, Australia, and New Zealand. The Parties to the 1992 UN Framework Convention are in the process of negotiating a successor regime to the 1997 Kyoto Protocol whose first commitment period ends in 2012. As scientists predict that the threat of dangerous climate change requires much more radical mitigation actions, the negotiations aim for a more comprehensive and wide ranging agreement which includes new players - such as the US - as well as taking account of new sources (including aircraft emissions) and new mechanisms such as the creation of incentives for reducing emissions from deforestation and forest degradation. This volume builds on the success of the editors' previous volume published by OUP in 2005: Legal Aspects of Implementing the Kyoto Protocol Mechanisms: Making Kyoto Work, which remains the standard work of reference for legal practitioners and researchers on carbon finance and trading under the Kyoto Protocol. Contributors to this volume - Michael Barrett, Bennett Jones LLP Thiago Chagas, Climate Focus Claybourne Fox Clarke, attorney, Washington DC Allan Cook, formerly of the IASB Marie-Claire Cordonnier Segger, CISDL Canada Michael Coren, Climate Focus, North America Jos Cozijnsen, consulting attorney on emissions trading Kyle Danish, Van Ness Feldman P.C. Louisa Fitz-Gerald, Baker & McKenzie Markus Gehring, University of Cambridge Navraj Ghaleigh, University of Edinburgh Andrew Hedges, Norton Rose LLP Anthony Hobley, Norton Rose LLP Jelmer Hoogzaad, Climate Focus Lauren Hopkins, Beveridge & Diamond P.C. Matthias Krey, Perspectives K Russel LaMotte, Beveridge & Diamond P.C. Jolene Lin, University of Hong Kong Michael Mehling, Ecologic Institute Washtington DC Axel Michaelowa, Perspectives Maria Netto, United Nations Development Programme Robert O'Sullivan, Climate Focus North America Michelle Passero, The Nature Conservancy Markus Pohlman, The World Bank Carly Roberts, Norton Rose LLP Heike Santen, Vattenfall Carbon Fund Kai-Uwe Schmidt, Climate Change Support Team Sander Simonetti, De Brauw Blackstone Westbroek Gray Taylor, Bennett Jones LLP Christopher Tung, Mallessons Stephen Jaques Christina Voigt, University of Oslo Murray Ward, Global Climate Change Consultancy Matthieu Wemaere, Climate Focus Martijn Wilder, Baker & McKenzie David M Williamson, Andrews Kurth LLP Rutger de Witt Wijnen, De Brauw Blackstone Westbroek

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)0.004
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: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.797
Threshold uncertainty score0.992

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 studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.032
GPT teacher head0.334
Teacher spread0.302 · 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