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 841–860 of 1371 papers
Z. Baharom
This critical review examines machine learning (ML) in corporate financial sustainability (CFS), highlighting risks of automated greenwashing and reinforced inequalities in ESG scoring and predictive analytics. It proposes a four-pillar fra…
Marta Santacroce, M. Contalbo, Sara Pederzoli +4
This paper presents CLARIESG, an end-to-end system for extracting and analyzing ESG information from complex tables in sustainability reports. It combines robust table extraction with structured prompting for unit normalization and cross-do…
Annika Stenström
This paper analyzes the weaponization of ESG infrastructures (reporting standards, investment practices, regulation) amid growing anti-ESG backlash. Contrasting recent cases in the EU and US—such as attempts to scale back sustainability rep…
Tomislav Radoš
This paper analyzes the postponements and transitional exemptions under the EU CSRD, examining how regulatory amendments balance sustainability transition goals with competitiveness. Using ESG rating results for 2025 and ESG Academy outcome…
Soohun Kim, Jiyeon Seo, Aaron Yoon
This paper examines how negative ESG incidents increase firms' downside beta using RepRisk data. The effect is stronger for severe and novel incidents and after the Paris Agreement and SASB disclosure guidance. Findings suggest ESG contribu…
Lei Lei, Fei Xue, Jinxin Zhang +2
This paper uses agent-based simulation and global case studies to examine how blockchain can address the 'lemon market' problem in carbon trading, improving market efficiency and transparency, and incentivizing cleaner production through di…
Cristina Jareño-Escudero, Eva Lucas-Segarra, Joan Romero-Clausell +2
This study compares five industrialised retrofit kits and five conventional renovation scenarios for a public housing stock in Spain, assessing trade-offs between operational and embodied carbon. It uses carbon payback and cumulative emissi…
Ziyou Li
This paper analyzes the impact of the EU's Carbon Border Adjustment Mechanism (CBAM) on global trade order, using Malaysia as a case study. CBAM increases export costs for products like steel and palm oil, reducing competitiveness but accel…
Ruxia Lyu, Zhitang Li, Reza Zanjirani Farahani
This paper analyzes supplier financing mechanisms for green transformation under carbon regulation. It shows that when traditional trade credit fails, energy performance contracts (EPC) succeed. Provides new insights for corporate decarboni…
Hao Wang, Mingjie Huang, Li You +5
This paper proposes a multi-timescale optimization framework for an integrated cooling, heating, electricity, and hydrogen system. It incorporates uncertainty, demand response, and carbon trading to simultaneously reduce costs and emissions…
Shaji Thomas
This paper systematically reviews ethical challenges in ESG-based climate risk reporting and corporate net-zero commitments using the PRISMA framework. It identifies three main issues: reliability of carbon disclosures, alignment of ESG met…
Ayse Hyusein, M. Seraj
This study examines the impact of ESG disclosure and green innovation on carbon emission efficiency (CEE) and firm valuation in energy-intensive and heavy-polluting industries. Using data from the London Stock Exchange Group Asset 4 Databas…
Zhenfeng Guo, Fathin Faizah Said, SF Low
This paper empirically examines the impact of carbon trading on intra-firm income inequality, suggesting that climate policies may inadvertently exacerbate social inequalities and highlighting the need for equitable policy design.
Alva Marasigan, M. Houqe, Warwick J. Stent +1
This study examines drivers of sustainability reporting quality (QSR) in the electricity sector using two dimensions: relevance and reliability. Using S&P Global Top 250 data, it finds that sustainability performance, GRI adoption, and inst…
Novita Dwi Anggraini, Toto Gunarto, Asih Murwiati
This study analyzes determinants of CO2 emissions in high-emitting G20 countries using panel data from 2004–2023. Fixed effects regression shows that trade openness, urban population, and manufacturing all have significant positive effects …
Nikolina Dečman
This paper analyzes the latest changes in the EU sustainability reporting system, focusing on the CSRD and ESRS, and how the Omnibus Simplification Package proposes to simplify procedures, extend deadlines, and focus mandatory reporting on …
Septarina Prita Dania Sofianti
This paper defines 'green fraud' as deliberate manipulation or concealment of sustainability information. Through a literature review, it identifies forms (exaggerated green claims, emission data discrepancies) and causes (weak verification…
Valerie Livina, Hannah Cheales-Norman, Marc Coleman +5
This paper analyzes carbon emissions across Scopes 1, 2, and 3 from a measurement science perspective, presenting case studies. It highlights challenges in uncertainty quantification, especially for Scope 2, and proposes a systematic approa…
Akorede K. Oluwo
This paper systematically categorizes environmental finance instruments aimed at GHG abatement and transition risk management, including green bonds, transition bonds, and carbon credits. It analyzes their features and case studies from fir…
Shirinova Shohsanam Sobir kizi
This paper proposes an integrated framework for banking innovation that links expected credit loss measurement under IFRS 9, ESG-based credit screening, digital lending, and green finance reporting. Using implementation evidence from select…
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