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Record W7019758198

The influence of the Paris Agreement on mitigation actions toward the reduction of greenhouse gas emissions post 2015: A comparative study of Nordic, Asian and African regions

2023· dissertation· en· W7019758198 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

VenueResearch Commons (University of Waikato) · 2023
Typedissertation
Languageen
FieldEnvironmental Science
TopicInternational Environmental Law and Policies
Canadian institutionsnot available
Fundersnot available
KeywordsGreenhouse gasMontreal ProtocolClimate changeKyoto ProtocolOzone layerGlobal warmingClimate change mitigationGlobal temperature
DOInot available

Abstract

fetched live from OpenAlex

The Intergovernmental Panel on Climate Change (IPCC) has stepped up its warning on climate tipping points as scientists warn of the impending irrevocable disaster that will occur with continued emissions. Since the signing of the Paris Agreement in 2015, countries are encouraged to substantially reduce their greenhouse gas (GHG) emissions to limit the global temperature increase to 2⁰C and pursue efforts to limit global temperatures to 1.5⁰C. So, have countries adhered to the IPCC warnings by reducing emissions and does the international environmental regime (IER) have anything to do with their emissions-reductions efforts since 2015? To answer these questions, this thesis tracks the emissions reductions efforts of eight countries to determine whether the IER vis-à-vis the Paris Agreement and the United Nations Framework for Climate Change (UNFCCC) have influenced the emissions reduction effort in these countries. The eight countries are China, Denmark, Finland, India, Morocco, Nigeria, Norway and Sweden selected based on their emissions contributions, emissions reductions ambition and efforts since 2015.
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\nFurther, the significance of the IER has been interrogated for several decades in relation to major environmental concerns such as ozone layer depletion, biodiversity loss and climate change. The thesis responds to the current gap in the literature that has not addressed the influence of the Paris Agreement on emissions reductions efforts across four continents. Previous literature has examined other international environmental agreements (IEA) such as the Montreal Protocol and the Kyoto Protocol and have utilised parameters to measure the IER’s effectiveness. The thesis distinguishes by examining the influence of the Paris Agreement utilising the existing parameters proffered by various scholars such as compliance, enforcement, monitoring, problem structure and institutional design. The thesis also introduces new parameters that have not been used in the existing literature to analyse international environmental regime influence, such as political will subsumed under behavioural changes, equipping of environmental judges and climate litigation under the enforcement parameter, and NDC target review under the implementation parameter.
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\nThe thesis builds a conceptual framework using the green political theory and the regime theory as its pillars. These theories are best suited to the thesis as they support state and non-state engagement in environmental issues concerning the global commons. The thesis also relies on the Paris Agreement’s preamble that recognises the importance of all levels of government and various actors (corporate and non-state actors) to aid its analysis of the selected countries’ engagement with emissions reduction.
\nThe analysis of the selected countries reveals that their climate action benefited from cross-influences from the IER, regional environmental organisations (REOs) and non-state actors. The thesis found that there was significant IER influence in Morocco, India and Nigeria. The regime also moderately influenced Sweden, Norway, Denmark, Finland and China. In addition, the thesis found that REOs such as the European Union (EU), Economic Community of West African States (ECOWAS) and Association of Southeast Asian Nations (ASEAN) played a commendable role in encouraging emissions reductions efforts. Non-state actors also played a crucial role to pressure governments to act through climate litigation and protests. 
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\nThe thesis’ significance lies in its ability to present an up-to-date view of the interplay among the IER, the REOs and other non-state actors in emissions reductions post-Paris 2015. In addition, new parameters as mentioned above, have been introduced that could be relevant in assessing the influence of future environmental regimes.

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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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.627
Threshold uncertainty score0.977

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.046
GPT teacher head0.323
Teacher spread0.276 · 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