Microbial functional diversity indicators in vineyard soils under organic and biodynamic land management by Tábata A. Bublitz, Heberto Rodas-Gaitan, Rainer Georg Joergensen, Vincent Masson, Juergen Fritz

“…Future investigations on soil structure might be of benefit for studies on the effect of BD preparations in vineyards. …”
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Multi-Domain Controversial Text Detection Based on a Machine Learning and Deep Learning Stacked Ensemble by Jiadi Liu, Zhuodong Liu, Qiaoqi Li, Weihao Kong, Xiangyu Li

“…., encompassing word frequency, statistical metrics, sentiment analysis, and comment tree structure features, as well as advanced feature selection methodologies, particularly lassonet, i.e., a neural network with feature sparsity, to effectively address dimensionality challenges while enhancing model interpretability and computational efficiency. …”
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Validity and informativity enhancement of ultrasonic testing of cast parts of railway rolling stock by A. N. Kireev, Y. K. Sklifus, M. A. Kireeva

“…Due to the process reasons, the structure of cast parts of the railway rolling stock (RRS) often has embedded flaws that affect drastically their strength. …”
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Dual-mode powered locomotives for main routes by Ievgen Riabov, Liliia Overianova, Liliia Kondratieva, Oleksandr Plyutin, Artem Overianov

“…Basing on the analysis fulfilled, the structure of the traction system for a domestic locomotive with dual-mode power supply, which can be created by modernizing existing locomotives, is proposed and substantiated. …”
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Coupled evolutionary rates shape a Hawaiian insect-symbiont system by Patrick H. Degnan, Diana M. Percy, Allison K. Hansen

“…Further, despite the rapid radiation of psyllid species, we observed complete synteny among mitochondrial genomes from all six Pariaconus species in this study, suggesting the preservation of genome structure due to strong purifying selection. Phylogenetic analyses of the nuclear, mitochondrial, and endosymbiont genomes across these six Pariaconus species revealed correlated rates of substitutions, contrary to prior reports of decoupling between mitochondrial and endosymbiont genomes in other insect systems with multiple symbiont partners. …”
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Are bisphosphonates effective in the treatment of osteoarthritis pain? A meta-analysis and systematic review. by Alison J Davis, Toby O Smith, Caroline B Hing, Nidhi Sofat

“…Limitations of the studies we analysed included the differences in duration of bisphosphonate use, the dose and route of administration and the lack of long-term data on OA joint structure modification post-bisphosphonate therapy. …”
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Metagenome-based characterization of the gut virome in patients with schizophrenia by Yi Ren, Pan Zhang, Hailong Yu, Shenghui Li, Hongli Jiang

“…In follow-up samples collected after three months of treatment, we observed partial changes in alpha diversity, while beta diversity remained stable, indicating that antipsychotic therapy may alter specific viral taxa without broadly reshaping the overall gut virome structure. Conclusions This study provides evidence of distinct gut virome alterations in SCZ and identifies specific viral markers with strong diagnostic potential. …”
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Oxidative degradation of tetracyclines by Ustinova, Maria Nikolaevna, Filippova, Kseniia A.

“…The work studied the oxidative degradation of two antibiotics of the same pharmaceutical group, with a similar structure but diff erent properties. The purpose of this work was to study the oxidation process of the active substances of two antibiotics: tetracycline and doxycycline by various oxidative and combined systems: the Fenton system, the Ruff system, their combined action, their action in the presence of EDTA, as well as under the action of UV irradiation. …”
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CPT-DF: Congestion Prediction on Toll-Gates Using Deep Learning and Fuzzy Evaluation for Freeway Network in China by Tongtong Shi, Ping Wang, Xudong Qi, Jiacheng Yang, Rui He, Jingwen Yang, Yu Han

“…We propose a modified deep learning method based on graph convolutional network (GCN) structure in the fusion of dilated causal mechanism and optimize the method for spatial feature extraction by constructing a new adjacency matrix. …”
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Progression along the invasion curve: silver carp growth slows temporally in two Missouri River tributaries by Justin D. Harms, Kenny R. Jimerson, Josh M. Schmidt, David O. Lucchesi, Benjamin J. Schall, Alison A. Coulter

“…Silver carp (Hypophthalmichthys molitrix Valenciennes, 1844) have been invading North American rivers for decades, often altering zooplankton community structure and impacting native fishes. Silver carp invaded eastern South Dakota tributaries of the Missouri River in the early 2000s. …”
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Optimal ensemble-based framework for ground-fault protection in radial MV distribution networks with resonant grounding by Boštjan Polajžer, Younes Mohammadi, Thomas Olofsson, Gorazd Štumberger

“…Compared to other machine-learning-based methods used for Ph-G fault protection in resonant-grounded radial networks, this framework is high-performing, fast, and easy to implement, utilizing a simpler structure than neural networks.…”
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Mechanical properties and durability of slag granite geopolymer cement incorporated zirconium aluminum layered double hydroxide by Fayza S. Hashem, Ahmed T. Abdel Salam, Dalia Monir

“…This behavior is mainly due to the combined action of granite particles, which serve as energy storage and thermal insulating materials, with the nano-filling and/or absorptivity properties of Zr–Al–CO3 LDH within the GP matrix which reinforces the geopolymer structure to endure the detrimental impacts of these demanding environments.…”
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Relationship of Somatotype With Static, Semi-dynamic and Dynamic Balance of Adolescent, Young and Middle-aged Women by Mahbubeh Keivan, Heydar Sadeghi

“…Conclusion Better performance of mesomorphs indicated their better muscle strength and structure which are useful for joint stability and postural control. …”
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Embedded Anchors Coupled Low-Rank Tensor Learning for Multi-View Intrinsic Subspace Clustering by Yueyao Li, Yanying Mei, Zhenwen Ren, Bin Wu

“…Multi-view subspace clustering mines fusion maps that reflect the underlying structure of views in low-dimensional subspace. It has been broadly popularized for its capability to consolidate multi-view information effectively. …”
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Chromosome Numbers and Reproductive Life Cycles in Green Plants: A Phylotranscriptomic Perspective by Rijan R. Dhakal, Alex Harkess, Paul G. Wolf

“…The general importance of chromosome numbers, structure, and sizes in cellular biology notwithstanding, the association between the emergence of heterosporous reproduction and chromosome number reduction/genome downsizing is not fully understood. …”
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Approaches to early diagnosis and prevention of cardiovascular toxicity induced by targeted drugs and immune checkpoint inhibitors in oncohematology: a literature review by N. S. Mescherina, M. A. Stepchenko, T. S. Leontieva, E. M. Khardikova, T. S. Mikhailenko

“…To determine vascular toxicity, a special attention is paid to the vascular wall structure and microcirculation parameters — capillary density at rest, percentage of capillary recovery and perfused capillaries, stiffness index for large blood vessels, reflection index for small arteries, laboratory markers of inflammation and endothelial dysfunction (C-reactive protein, fibrinogen, homocysteine, endothelin 1, vascular endothelial growth factor). …”
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PFML: Self-Supervised Learning of Time-Series Data Without Representation Collapse by Einari Vaaras, Manu Airaksinen, Okko Rasanen

“…Self-supervised learning (SSL) is a data-driven learning approach that utilizes the innate structure of the data to guide the learning process. …”
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Terrestrial landscape as the main driver of bacterioplankton communities along a hydrological network located in the Colombian Amazon by Natalie Díaz-Ruiz, Juan Luis Parra, María Carolina García-Chaves, Marcela Núñez, Sonia Sua, Hugo Sarmento, Gladys Inés Cardona, Juan Pablo Niño-García

“…Our results highlight the crucial role of the terrestrial surrounding landscape as an element that interacts with hydrology and local aquatic conditions in shaping bacterioplankton community structure. Our results contribute to improve our understanding of the processes that drive the dynamics of freshwater bacterioplankton metacommunities and establish clear links between freshwater and surrounding terrestrial environments. …”
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Deeply Diverged but Morphologically Conserved Lineages in Tornier's Cat Snake (Crotaphopeltis tornieri) of the Eastern Arc Mountains by Tejs L. Nielsen, Sofie Holdflod Nielsen, Maria Novosolov, Peter Gravlund, Morten E. Allentoft

“…Both Bayesian coalescent and maximum‐likelihood based phylogenies, uncovered a highly distinct clade structure in C. tornieri defined by the mountains. …”
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Maintaining rockfall protection in mountain forests under climate change: optimizing management for sustainable stem size distributions by Ulrike Hiltner, Jonas Glatthorn, Timothy Thrippleton, Harald Bugmann

“…This study demonstrates that adapting silvicultural interventions can preserve the desired forest structure under climate change, without fundamental regime shifts. …”
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