Improving the utilization of insecticide-treated nets for malaria prevention among pregnant women, lactating mothers and children in Sierra Leone: a commentary by Ronald Carshon-Marsh, Erica Di Ruggiero

“…Implementation research is crucial for understanding the gap between ITN access and actual use, enabling the design of effective and equitable interventions to boost utilization rates. …”
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Weather Classification in West Java using Ensemble Learning on Meteorological Data by Cynthia Nur Azzahra, Yulison Herry Chrisnanto, Gunawan Abdillah

“…The stacking classifier without SMOTE achieved the highest accuracy of 86.73%, but suffered from overfitting, indicated by a 13.27% gap between training and validation accuracy. The application of SMOTE improved the recall for minority classes to 76.3% and reduced overfitting, with the accuracy gap narrowing to less than 1%. …”
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A fully atomistic model of the Cx32 connexon. by Sergio Pantano, Francesco Zonta, Fabio Mammano

“…Connexins are plasma membrane proteins that associate in hexameric complexes to form channels named connexons. Two connexons in neighboring cells may dock to form a "gap junction" channel, i.e. an intercellular conduit that permits the direct exchange of solutes between the cytoplasm of adjacent cells and thus mediate cell-cell ion and metabolic signaling. …”
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Aligning Academic Integrity Policy and Practice in Postgraduate Studies: A Focused Analysis on Contract Cheating by Reuben Agbelengor Glover

“…Findings underscore a persistent policy-practice gap, exacerbated by fragmented institutional responses and the increasing prevalence of essay mills. …”
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Harnessing the power of language models in cybersecurity: A comprehensive review by Ramanpreet Kaur, Tomaž Klobučar, Dušan Gabrijelčič

“…Language models are transforming cybersecurity by addressing critical challenges such as the growing skills gap, the need for expertise augmentation, and knowledge retention. …”
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Contrasting spatial patterns in active-fire and fire-suppressed Mediterranean climate old-growth mixed conifer forests. by Danny L Fry, Scott L Stephens, Brandon M Collins, Malcolm P North, Ernesto Franco-Vizcaíno, Samantha J Gill

“…The putative main effects of fire exclusion were higher densities of single trees in smaller size classes, larger proportion of trees (≥ 56%) in large patches (≥ 10 trees), and decreases in spatial complexity. While a homogenization of forest structure has been a typical result from fire exclusion, some similarities in patch, single tree, and gap attributes were maintained at these sites. …”
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An instrument as an action against the blind spot of acute medical care in general practice - a systematic review by Johannes Rieken, Daniel Hötker, Christoph Strumann, Jost Steinhäuser

“…The included study described a coding tool designed to assess the complexity of GP consultations, using the ICPC-2 classification system. …”
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Effect of Annealing on the Properties of Nanocrystalline CdS Thin Films Prepared by CBD Method by A. Djelloul, M. Adnane, Y. Larbah, M. Zerdali, C. Zegadi, A. Messaoud

“…The variation of band gap values of CdS thin film samples were found to be in the range of 2.37 to 2.5 eV. …”
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Enhancing circular economy project outcomes via molecular fuzzy-based decision support system by Gang Kou, Serhat Yüksel, Hasan Dinçer, Serkan Eti, Gabriela Oana Olaru, Ümit Hacıoğlu

“…This situation creates an essential research gap for this literature. To address this missing gap, this study aims to identify the most critical factors and develop the most effective investment strategies to enhance the performance of circular economy projects. …”
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Single-layer cluster ionic-chain networks with tetragonal pores by Haoyang Li, Qichen Lu, Fenghua Zhang, Qingda Liu, Jing Zhuang, Zhong Li, Xun Wang

“…However, a significant gap exists between all-inorganic 2D networks with inorganic connectors and those with organic connectors due to the greater complexity of functionalizing inorganic molecules. …”
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A text mining study of competencies in modern supply chain management with skillset mapping by Parminder Singh Kang, Rickard Enstroem, Bhawna Bhawna, Owen Bennett

“…Addressing this gap is essential to equip supply chain professionals with the tools and expertise to meet the challenges of a technology-driven future.…”
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Design and Electromagnetic Performance Optimization of a MEMS Miniature Outer-Rotor Permanent Magnet Motor by Kaibo Lei, Haiwang Li, Shijia Li, Tiantong Xu

“…However, with the design complexity involved in such high-performance MEMS outer-rotor motor designs, the ultra-miniature 3D coil structures and the thin-film topology surrounding the air gap have been one of the main challenges. …”
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An Interpretable Hybrid Deep Learning Model for Molten Iron Temperature Prediction at the Iron-Steel Interface Based on Bi-LSTM and Transformer by Zhenzhong Shen, Weigang Han, Yanzhuo Hu, Ye Zhu, Jingjing Han

“…Most of the existing studies focus on the prediction of molten iron temperature in torpedo tanks, but there is a significant research gap in the prediction of molten iron ladle temperature drop, especially as the ladle is increasingly used to replace the torpedo tank in the transportation process, this research gap has not been fully addressed in the existing literature. …”
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Enhancing teacher recruitment and retention through decision-making models in education systems by Tong Liu, Wenjun Li

“…Traditional approaches often fail to address the complexity of these issues, neglecting the interplay of multiple conflicting criteria and the inherent uncertainty in decision-making. …”
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A model for correlation-based choreographic programming by Saverio Giallorenzo, Fabrizio Montesi, Maurizio Gabbrielli

“…We start bridging this gap with a new formal framework called Applied Choreographies. …”
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Gaming as a research method in humanitarian logistics by Heide Lukosch, Tina Comes

“…This paper is set to make a headway in addressing this gap by proposing a concrete approach to design games for humanitarian logistics research.…”
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Artificial intelligence for contextual well-being: Protocol for an exploratory sequential mixed methods study with medical students as a social microcosm. by Yao Xie, Kayode Philip Fadahunsi, John Broughan, John O' Donoghue, Joseph Gallagher, Walter Cullen

“…This gap leaves young adults ill-prepared to navigate the complexities of real world challenges, contributing to rising rates of anxiety, stress, and depression. …”
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Design and Analysis of Low-Speed External Frame Motors with Halbach-Type and Olive-Shaped Magnet Structures by Rana Md Sohel, Youtao Shen, Runze Ji, Kai Liu

“…Moreover, the olive-shaped motor exhibits superior stability in air-gap magnetization under different loads, ensuring high efficiency and robust operation. …”
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Elephant movements in different human land-uses in Chobe District, Botswana by Tempe S. F. Adams, Keith E. A. Leggett, Michael J. Chase

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Role of Bean Yellow Mosaic Virus P1 and HC-Pro in Enhancing Gene Expression and Suppressing RNA Silencing in <i>Nicotiana benthamiana</i> by Sunmee Choi, Suk Hyun Kwon, Gi Seok Kwon, Ho Seong Choi, Hyo Hyun Seo, Young Soon Kim, Jeong Hun Lee, Won Kyong Cho, Sang Hyun Moh

“…To address this knowledge gap, this study aimed to investigate the role of P1 and HC-Pro from BYMV in enhancing gene expression and suppressing RNA silencing in <i>Nicotiana benthamiana</i>. …”
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