A systematic scoping review and thematic analysis: How can livestock and poultry movement networks inform disease surveillance and control at the global scale? by Sara C Sequeira, Natalie Sebunia, Jessica R Page, Taiwo Lasisi, Greg Habing, Andréia G Arruda

“…This study addresses this knowledge gap through a systematic evaluation of existing evidence. …”
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How much internationalization is innovation-worthy for SMEs? Roles of the degree of internationalization and organizational unlearning on the joint innovation capabilities-explorat... by Mumin Dayan, C. Anthony Di Benedetto, Betul Dayan, Eissa Al Rumaithi, Rashed Al Zahmi

“…Managers in SMEs must recognize the complexities introduced by internationalization, such as diverse cultural norms and regulatory frameworks, which can impede the process of unlearning. …”
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YOLO-HF: Early Detection of Home Fires Using YOLO by Bo Peng, Tae-Kook Kim

“…This gap causes object detection algorithms to produce high false positive and false negative rates in research on the early detection of such fires. …”
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Morality on the road: the ADC model in low-stakes traffic vignettes by Michael Pflanzer, Dario Cecchini, Sam Cacace, Veljko Dubljević

“…While much of the existing research has focused on high-stakes moral dilemmas, such as those exemplified by the trolley problem, everyday traffic situations—characterized by mundane, low-stakes decisions—remain underexplored.MethodsThis study addresses this gap by empirically investigating the applicability of the Agent-Deed-Consequences (ADC) model in the moral judgment of low-stakes traffic scenarios. …”
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BuDDI: Bulk Deconvolution with Domain Invariance to predict cell-type-specific perturbations from bulk. by Natalie R Davidson, Fan Zhang, Casey S Greene

“…This creates a situation where we have deep cellular profiles of one sample or condition, and bulk profiles across multiple samples and conditions. To bridge this gap, we propose BuDDI (BUlk Deconvolution with Domain Invariance). …”
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Mobility Confers Resilience in Red Kangaroos (<i>Osphranter rufus</i>) to a Variable Climate and Coexisting Herbivores (Sheep, Goats, Rabbits and Three Sympatric Kangaroo Species)... by David B. Croft, Ingrid Witte

“…However, the mammalian herbivore guild has gained complexity with not only the introduction of managed ruminant livestock, some of which run wild, but also game like rabbits. …”
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A Perspective on Software-in-the-Loop and Hardware-in-the-Loop Within Digital Twin Frameworks for Automotive Lighting Systems by George Balan, Philipp Neninger, Enrique Ruiz Zúñiga, Elena Serea, Dorin-Dumitru Lucache, Alexandru Sălceanu

“…The increasing complexity of modern automotive lighting systems requires advanced validation strategies that ensure both functional performance and regulatory compliance. …”
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Quantification of Nearshore Sandbar Seasonal Evolution Based on Drone Pseudo-Bathymetry Time-Lapse Data by Evangelos Alevizos

“…Due to several natural and technical limitations related to shallow seafloor mapping, there is a significant gap in the availability of high-resolution, shallow bathymetric data for monitoring the dynamic behaviour of nearshore sandbars effectively. …”
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The use of intuitive AF-based modelling for the understanding of activation and signalling through insulin-like receptors by Andrzej M. Brzozowski, Talha Shafi, Olga V. Moroz, Pierre De Meyts

“…There are well over 40 known structures of the ectodomains (ECDs) of the ILRs in different complexes with hormones and their analogues, representing a wide spectrum of conformations. …”
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Data-Driven Technologies for Energy Optimization in Smart Buildings: A Scoping Review by Joy Dalmacio Billanes, Zheng Grace Ma, Bo Nørregaard Jørgensen

“…Despite the benefits, challenges such as high initial costs, technical complexities, security risks, and user acceptance hinder their widespread adoption. …”
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Multi-Task Spiking Neural Network for Simultaneous Vapor Recognition and Concentration Estimation by Pedro Sartori Locatelli, Salma Ait Fares, Dalton Martini Colombo, Kamal El-Sankary, Michael S. Freund

“…This article not only addresses this gap but also introduces a simple three-layer, multi-task shared SNN that simultaneously performs vapor recognition and concentration estimation using carbon black-polymer composite sensor arrays. …”
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A systematic review of the methodological considerations in Campylobacter burden of disease studies. by Megan Tumulty, Carlotta Di Bari, Brecht Devleesschauwer, Sara M Pires, Zubair Kabir

“…Burden of disease (BoD) studies, which increasingly use the disability-adjusted life years (DALYs) metric, provide comprehensive insights into disease effects. However, the complexity of DALY calculations, combined with diverse causative agents and research gaps, complicates cross-regional comparisons. …”
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DisasterAdaptiveNet: A robust network for multi-hazard building damage detection from very-high-resolution satellite imagery by Sebastian Hafner, Sebastian Gerard, Josephine Sullivan, Yifang Ban

“…To reduce this generalization gap, we propose to follow a data-centric approach. …”
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Exploring the Impacts of Autonomous Vehicles on the Insurance Industry and Strategies for Adaptation by Xiaodan Lin, Chen-Ying Lee, Chiang Ku Fan

“…A major concern is the complexity of multi-party liability claims. Companies differ in their focus on specific impacts like legal frameworks or system malfunctions, but share concerns about multi-party liability, system malfunctions, and legal gaps. …”
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Investigating the impact of the Russian-Ukrainian conflict on the Egyptian market: insights from multiple sectors by Tarek Fatouh, Engy Bayoumi, Micheal Orloff

“…In addition, three semi-structured interviews with Egyptian market representatives, including representatives from the food sector, oil and gas sector, and the Egyptian tourism sector, help the Egyptian market stakeholders overcome those supply chain complexities.</p><p> </p><p><strong>Findings:</strong> They showed that the most affected markets are the food market, the tourism sector, and the oil and gas sector. …”
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iDOM: Statistical analysis of dissolved organic matter characterized by high‐resolution mass spectrometry by Fanfan Meng, Ang Hu, Kyoung‐Soon Jang, Jianjun Wang

“…However, it is still challenging in statistical analyses, data visualization, and theoretical interpretations largely due to the complexity of molecular composition and underlying ecological mechanisms. …”
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Comprehensive characterization and environmental implications of industrial and hazardous incineration ashes: insights into chemistry, mineralogy, elements’ fractionation and leach... by Monika Kasina, Anna Telk, Małgorzata Wendorff-Belon

“…Toxic elements, including Cr, Cu, and Zn, were detected at elevated levels, with Zn concentrations exceeding EU soil limits by over 250 times, what underscore environmental risks and demand proper waste treatment. The complexity of mineral composition and bonds within the sample indicates the necessity for a thorough environmental assessment to understand the potential impacts on the ecosystem. …”
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The impact of research paradigms on encoding and decoding difficulties of applied linguistics articles by Jiayi Wu, Hongzhong Chen, Lang Chen

“…Specifically, qualitative research articles consistently exhibit higher cognitive encoding complexity than their quantitative counterparts in both periods while they both experienced significant increases in this metric. …”
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Spatio-temporal dynamics of beached asbestos cement wastes colonized by terrestrial and shallow marine organisms: new insights and environmental implications by Salvatore Giacobbe, Roberta Somma

“…This research addresses the knowledge gap regarding the sources and fate of hazardous ACM waste after being transferred and transported by alluvial and marine waters. …”
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The pathways to lean manufacturing for circular economy: Implications for sustainable development goals by Sheak Salman, Hasin Md. Muhtasim Taqi, S.M. Shafaat Akhter Nur, Usama Awan, Syed Mithun Ali

“…Purpose – This study aims to address the critical challenge of implementing lean manufacturing (LM) in emerging economies, where sustainability complexities on the production floor hinder production efficiency and the transition towards a circular economy (CE). …”
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