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Record W214873995 · doi:10.15173/bcgppp.v1i1.1195

Conversations on the Regime and the Institution: The Copenhagen Accord and Global Environmental Governance

2012· article· en· W214873995 on OpenAlexaffvenue
Mark S. Williams, Julie Rorison

Bibliographic record

VenueBridges Conversations in Global Politics and Public Policy · 2012
Typearticle
Languageen
FieldEnvironmental Science
TopicSustainability and Climate Change Governance
Canadian institutionsMcMaster University
Fundersnot available
KeywordsSummitGlobal governanceCorporate governanceEnvironmental governancePolitical scienceClimate changeContext (archaeology)United Nations Framework Convention on Climate ChangeInstitutionGlobal warmingClimate governanceInternational relationsPoliticsInternational regimePolitical economySociologyEconomicsGeographyKyoto ProtocolLawManagementPhysical geography

Abstract

fetched live from OpenAlex

This paper presents an inquiry into the state of conversations in international politics on the prospects for the global environmental governance of climate change. The essay reviews the literature on regime theory and its discontents to provide a working understanding of the authors’ conception of global environmental governance for climate change as a regime. The most recent cases of global environmental governance on climate change are discussed, focusing on the United Nations Framework Convention on Climate Change as the primary arena for governance-building discussions, leading up to the 2009 Copenhagen Summit. The paper then considers the conversations that posit the failures of Copenhagen and question a current existential crisis facing global environmental governance on climate change. Finally, it is suggested that these failures of the Copenhagen round can be understood within the context of regime theory and its limitations in International Relations. The experience of Copenhagen is representative of continuity with both regime theory and the recent history of global environmental governance on climate change. While the Copenhagen Accord may represent a failure as an international institution on climate change it is perhaps not a failure if interpreted more broadly as part of a governing global climate change regime.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.009
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation 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: none
Teacher disagreement score0.014
Threshold uncertainty score0.071

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.012
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0080.034
Scholarly communication0.0130.015
Open science0.0010.006
Research integrity0.0060.006
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 head0.017
GPT teacher head0.248
Teacher spread0.231 · 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 source (direct Gemma or distilled Codex), 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

Citations0
Published2012
Admission routes2
Has abstractyes

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