Barriers and opportunities to increase soil organic carbon in vineyards: A case study of extension personnel in France and in the United States by Marie Thiollet-Scholtus, Amélie CM Gaudin, Justine Vanden Heuvel

“…Research gaps were identified around pruning residue management, the application of arbuscular mycorrhizal fungi, and the integration of grazing animals into winegrape vineyards more in the USA than in France. …”
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Corporate driver management perspectives: A PLS-SEM-based analysis of the mechanism of bus crash injury severity factor effects by Lili Zheng, Yujing Yang, Tongqiang Ding, Haode Liu, Fanyun Meng, Yanlin Zhang

“…In view of the suddenness, complexity and high-risk potential of bus crashes, the injury severity and its influencing factors have increasingly became the research focus in urban transportation safety management. …”
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Simulations and performance analysis of CH3NH3SnI3 perovskite solar cell: Modeling thickness and temperature effects using SCAPS-1D by Samra Imran, Mamoona Khalid

“…Silicon is an indirect band gap material (Eg = 1.12 eV), that lowers its overall absorption and affects the efficiency of the solar cells. …”
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Analysis of consumer preferences in sustainable fashion consumption by Zeynep Bumin, Mete Bumin

“…This study aims to explore the complexities of consumer preferences and choices in sustainable fashion consumption by uncovering the key factors that guide consumers in selecting clothing items through choice-based conjoint analysis. …”
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Navigating the Development of Dry Powder for Inhalation: A CDMO Perspective by Beatriz Noriega-Fernandes, Mariam Ibrahim, Rui Cruz, Philip J. Kuehl, Kimberly B. Shepard

“…Contract development and manufacturing organizations (CDMOs) play a key role in supporting the development of drug products for inhalation, from early feasibility to post marketing. However, a critical gap exists for these newcomers: a clear, integrated, and a CDMO-centric roadmap for navigating the complexities of pulmonary/nasal drug product development. …”
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Advances in photoelectrochemical glucose sensors: A critical review by Oluwaseun Adepoju, Mahabubur Chowdhury, Tunde V. Ojumu

“…This article addresses this gap by presenting a critical overview of the fundamental principles of PEC sensing, commonly employed photoelectrode nanomaterials, performance enhancement strategies, and methods for fabricating photoelectrodes for glucose detection. …”
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The traumatic childbirth experience of mothers after emergency cesarean section(EmCS) in China: a descriptive qualitative study by Lili Ma, Mei Chan Chong, Wan Ling Lee, Huimin Yang, Yamei Lian

“…Women who undergo EmCS experience sudden physiological changes and high level of psychological stress response due to its complexity, risks, and urgency. They may consider their delivery as traumatic childbirth. …”
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Probabilistic Approach to Assessing Photolithography Quality in the Production of Printed Circuit Boards by M. A. Korobkov, V. S. Barabanov

“…Conductor width and conductor gap size were used as estimated design parameters of PCBs. …”
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An Artificial-Neural-Network-Based Direct Power Control Approach for Doubly Fed Induction Generators in Wind Power Systems by Chaimae Dardabi, Santiago Cóbreces Álvarez, Abdelouahed Djebli

“…The inherent complexity of wind energy systems has necessitated the development of sophisticated control methodologies to optimize operational efficiency. …”
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Integrated risk analyses as part of national climate risk assessments: lessons learnt from the climate risk assessment of Germany by Walter Kahlenborn, Maike Voss, Luise Porst, Marc Zebisch, Kathrin Renner, Inke Schauser

“…This paper seeks to fill this gap by dissecting integrated assessment approaches of national CRAs. …”
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Anchorage accurately assembles anchor-flanked synthetic long reads by Xiaofei Carl Zang, Xiang Li, Kyle Metcalfe, Tuval Ben-Yehezkel, Ryan Kelley, Mingfu Shao

“…Despite the availability of many assembly methods, constructing full-length sequence from these anchor-enabled, ultra-high coverage sequencing data remains challenging due to the complexity of the underlying assembly graphs and the lack of specific algorithms leveraging anchors. …”
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Global trend analysis of climate change adaptation policy and governance in the water sector by John Moyo Majahana, Ahmed Mukalazi Kalumba, Leocadia Zhou, Sonwabo Perez Mazinyo, Gbenga Abayomi Afuye

“…The study underscores the need for a comprehensive strategy that integrates top-down and bottom-up approaches to water resource management, addressing socio-economic, institutional, and biophysical complexities in response to climate change. This study advances climate adaptation and sustainable water management by addressing governance gaps, aligning with SDGs, and fostering international collaboration to enhance policy decision-making in underrepresented regions. …”
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Deep learning-based image classification for AI-assisted integration of pathology and radiology in medical imaging by Lanting He, Lan Luan, Dan Hu

“…Traditional image classification methods encounter substantial challenges due to the inherent complexity and heterogeneity of medical imaging datasets, which include multi-modal data sources, imbalanced class distributions, and the critical need for interpretability in clinical decision-making.MethodsAddressing these limitations, this study introduces an innovative deep learning-based framework tailored for AI-assisted medical imaging tasks. …”
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Organophosphorus Pesticide Photoelectrochemical/Electrochemical Dual-Mode Smartsensors Derived from Synergistic Co,N-TiO₂@ZrO₂/3DGH Platform by Zhouxiaolong Zhang, Hongting Ma, Hao Mo, Nan Zhu

“…This portable platform bridges the gap between laboratory-grade accuracy and field-deployable simplicity, offering transformative potential for environmental monitoring and food safety management.…”
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FPGA‐Based Design of Ultra‐Efficient Approximate Adders for High‐Fidelity Image Processing: A Logic‐Optimized Approach by Ramakrishna Reddy Eamani, N. Vinodhkumar, Ambe Harrison, Wulfran Fendzi Mbasso

“…Most current approximative adder designs, however, either compromise output quality or show poor trade‐off between logic complexity and computational accuracy. In order to close this gap, this work suggests a family of new 1‐bit approximate full adder (AFA) designs optimized with basic AND‐OR gate logic. …”
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Distinguishing classes of neuroactive drugs based on computational physicochemical properties and experimental phenotypic profiling in planarians. by Danielle Ireland, Christina Rabeler, Sagar Rao, Rudy J Richardson, Eva-Maria S Collins

“…Identification of novel drugs to treat such conditions is intrinsically challenging due to the complexity of neuropsychiatric diseases and the need for a systems-level understanding that goes beyond single molecule-target interactions. …”
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Beyond Difficult Discussions: Six Tools for Debriefing Tender Conversations in Healthcare [version 2; peer review: 2 approved, 1 approved with reservations] by Amy Huggin, Matthew Bowker, Amy Younger

“…Background Whilst debriefing literature offers valuable tools for healthcare education, there remains a gap in resources specifically designed for debriefing communication skills. …”
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Análise de modelos e práticas de planejamento e controle da produção na indústria farmacêutica Analysis of models and practices in production and inventory management: a case study... by Marco Aurélio de Mesquita, Miguel Cezar Santoro

“…The results of the field research and the literature review show that both the complexity and the lack of experience with the operations research approach prevent the development and use of decision support systems based on more sophisticated models. …”
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Vector-Based Preference Aided Ranking System (V-PARS): Application on Micromobility Modes in Paris by Esra Cakir, A. Cagri Tolga

“…The rise of micromobility solutions, such as e-scooters and e-bikes, has introduced additional complexity into urban transportation planning. Therefore, selecting suitable micromobility vehicles for specific contexts requires a systematic approach. …”
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Simulation of coal resistivity dynamics during methane adsorption and desorption using an electrical rock physics model by Jiaqi Zou, Shuangquan Chen, Yuanji Li, Tingting Yu

“…Existing studies mainly rely on empirical trend fitting, leaving a gap in model-driven analyses of resistivity dynamics during methane adsorption and desorption. …”
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