This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open scholarly metadata sources and uses AI-assisted classification to identify signals related to measurement, policy narratives, outcomes, implementation, industrial adoption, and verification.
The goal is not only to discover papers, but to observe how GX research is distributed across research substance, implementation narratives, external expectations, implementation substance, and judgment formation.
Summaries are AI-assisted. Always refer to the original paper for authoritative conclusions.
Showing 301–320 of 1326 papers
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This paper empirically demonstrates that the threat of proposed Scope 3 disclosure requirements induces real changes in corporate decisions, such as supply chain emission reductions and business restructuring.
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This paper proposes a human-AI collaboration framework using LLMs for creating benchmark datasets for ESG rating agencies. It achieves efficient and high-quality dataset construction, contributing to standardization in ESG evaluation.
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This industrial survey examines how financial institutions use NLP to extract unstructured ESG data from financial reports, news, and filings. It provides an overview of data extraction methods, value creation potential, and practical chall…
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This paper examines the relationship between firms' biodiversity-related disclosures and stock returns and idiosyncratic risk, providing empirical evidence on how greenwashing concerns affect market valuations and investor perception.
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This chapter interrogates the potential of green taxonomies as instruments for system change, referencing the Paris Agreement, and critically examines their role in driving systemic transformation within financial systems.
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This paper discusses corporate climate transition planning following the Omnibus regulatory overhaul. It emphasizes the need for companies to fundamentally rethink their strategies, operations, and business models to align with a climate-ne…
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The ECB plans to introduce climate criteria in its collateral framework from late 2026 to address transition risks. This paper explores additional options for greening central bank monetary policy operations, discussing how to balance clima…
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This paper proposes a methodology for automating the analysis of ESG disclosures in the oil and gas sector. It demonstrates scalability and adaptability for extracting insights from large-scale disclosure documents, highlighting potential f…
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This paper analyzes the EU regulatory framework to redirect private capital for the green transition, focusing on three pillars: a science-based taxonomy, disclosure obligations, and investment tools. It examines how these components aim to…
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This paper analyzes that the EU needs investment equivalent to 5% of GDP in 2025-2030 to meet its Net Zero 2050 target, and examines financing strategies under the European Climate Law (Regulation (EU) 2021/1119). It focuses on policy frame…
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This paper analyzes the economic impact of the EU's Carbon Border Adjustment Mechanism (CBAM). It examines policy scenarios for the net zero transition leading up to the 2026 carbon tariff implementation, offering insights for Japanese expo…
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This paper proposes a method to detect greenwashing by leveraging LLMs to analyze the gap between ESG disclosure and performance scores. Using large language models for text analysis of corporate sustainability reports, it identifies false …
Yuanrui Zhu, Gregory B. Ross, Jenna Brown +8
This study directly measures GHG emissions across the US LNG supply chain including production, processing, liquefaction, and transport. The emission intensity data enables buyers to improve Scope 3 accounting and supports climate disclosur…
Ahmad Saeed, Muhammad Abdul Qyyum, Amjad Riaz +3
This paper provides a comparative review of carbon-derived and biomass-based sustainable aviation fuel (SAF) pathways from techno-economic and life-cycle perspectives. It analyzes costs, GHG reduction potentials, and feasibility of each pat…
Jean-Baptiste Jarin
This paper examines speed reduction in aviation as an operational measure for decarbonization, exploring its potential to yield a double dividend of reduced fuel consumption/emissions and ancillary benefits such as noise reduction. It quant…
R. Vinayak
This review comprehensively covers design strategies for metal-organic frameworks (MOFs) for CO₂ capture, comparing approaches like defect engineering and amine grafting. It addresses key challenges in stability, selectivity, and scalabilit…
Bowen Liu, J. Ricci
This study examines the effects of environmental governance, economic complexity, green innovation, geopolitical risk, and economic growth on energy transition and carbon emissions in G8 economies from 1990 to 2021 using quantile regression…
Subham Chowdhury, Nitin Kumar, H. Khatun +3
This paper presents a catalyst-free microwave-assisted plasma technique for methane decomposition, achieving >95% decomposition efficiency and >90% hydrogen production. When powered by renewables, net carbon emissions are reduced by 93.75% …
José Pereira, Reinaldo Souza, A. Moita
Ionic liquids offer unique electrochemical properties for hydrogen production via electrolysis, including wide electrochemical windows and thermal stability, which can reduce overpotentials, improve catalyst stability, and suppress gas cros…
Alper Aslan, Emin Ahmet Kaplan, Tufan Sarıtaş +1
This study examines the dynamic relationship between AI and green growth across 38 OECD countries from 1996-2024 using CS-ARDL and wavelet coherence analysis. Results show AI significantly enhances green growth in the short run, with streng…
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