To estimation of contact-fatigue durability of thermo-chemically strengthened gears by Nikolay P. Onishkov, Victor I. Korotkin

“…The loading capacity of the diffusion layer is investigated on the basis of the experimental data by the strength assessment procedure of a structurally inhomogeneous material. …”
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Clinical and cost-effectiveness of first contact physiotherapy for musculoskeletal disorders in primary care: the FRONTIER, mixed method realist evaluation by Nicola E Walsh, Alice Berry, Serena Halls, Rachel Thomas, Hannah Stott, Cathy Liddiard, Zoe Anchors, Fiona Cramp, Margaret E Cupples, Peter Williams, Heather Gage, Dan Jackson, Paula Kersten, Dave Foster, Justin Jagosh

“…An additional total cost was calculated, which also included inpatient events (planned surgery due to musculoskeletal condition). Data were available on 348 complete data sets at all time points for total costs. …”
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A Robust Framework for Bamboo Forest AGB Estimation by Integrating Geostatistical Prediction and Ensemble Learning by Lianjin Fu, Qingtai Shu, Cuifen Xia, Zeyu Li, Hailing He, Zhengying Li, Shaoyang Ma, Chaoguan Qin, Rong Wei, Qin Xiang, Xiao Zhang, Yiran Zhang, Huashi Cai

“…Accurate above-ground biomass (AGB) quantification is confounded by signal saturation and data fusion challenges, particularly in structurally complex ecosystems like bamboo forests. …”
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Classification of Fungal Pigments by Simulating Their Optical Properties Using Evolutionary Optimization by Roman Y. Pishchalnikov, Denis D. Chesalin, Vasiliy A. Kurkov, Andrei P. Razjivin, Sergey V. Gudkov, Andrey A. Grishin, Alexey S. Dorokhov, Andrey Yu. Izmailov

“…Modern developments in data analysis techniques and evolutionary optimization algorithms have made it possible to analyze large amounts of unstructured digital data sets. …”
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Study on Satisfaction Evaluation of Ecotourism Through Advanced Network Text Mining by Jia Gao, Leong Mow Gooi, Kim Mee Chong, Xiang Lyu, Jin Zhang

“…Text mining was conducted using LSTM to capture and analyze sequential patterns in unstructured feedback data, revealing insights into visitor satisfaction levels over different phases of their trips. …”
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Natural Language Processing-Based Deep Learning to Predict the Loss of Consciousness Event Using Emergency Department Text Records by Hang A. Park, Inyeop Jeon, Seung-Ho Shin, Soo Young Seo, Jae Jun Lee, Chulho Kim, Ju Ok Park

“…The increasing adoption of electronic medical records (EMRs) presents a unique opportunity to enhance trauma care through data-driven insights. However, extracting meaningful and actionable information from unstructured clinical text remains a significant challenge. …”
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LOGICAL-INFORMATION MODEL OF EVALUATION THE IMPACT OF TARGETED THERAPy DRUGS ON THE BIOLOGICAL ACTIVITy OF CANCER CELLS by V. V. Burlyaev, А. Davydenko, V. F. Kornyushko, L. I. Russu, M. Mezentseva

“…The necessity of creating the information support is connected to the tasks of structuring, storage and processing large amounts of experimental data.…”
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Research on Model Reconstruction Methods for Partial Point Cloud Information Loss by Zhengping CHANG, Guoshuai YUAN, Jiuhua LI, Yang ZHAO, Zhongqi WANG

“…However, large-sized and structurally complex parts face challenges such as blocks, which result in incomplete point cloud information. …”
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Climate and topographic drivers of species and functional diversity in subtropical shrublands of Guangdong, China by Xuan Luo, Mengmeng Yang, Muhammad Sadiq Khan, Wanxuan Huang, Shizhong Liu, Feiyong Liao, Yuelin Li

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Scientific literacy based on the prior conceptions of third and fourth-grade elementary school students regarding fossils by Ruben Alexandre Boelter, Andréa Inês Goldschmidt

“…These two axes point to basic understandings of scientific knowledge and the structuring of thought.…”
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About polyhedrane “cages” and their doubtful supramolecular lodging capacity: a demonstration by the absurd and a plea for free expression in scientific journals by Riess, Jean G.

“…Yet, some perplexing patents claim the insertion of oxygen molecules within perfluorohexamethylenetetramine, a (not yet documented) compound that is structurally related to perfluoroadamantane. The question of the publishability of a skeptical opinion on such techno-legal documents in scientific journals is raised. …”
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Doing One’s Best by Kara Vander Linden, Catherine J. Tompkins

“…Other data sources included notes from monthly kinship care committee meetings, kinship care focus groups, and kinship family support groups. …”
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CLINICAL SIGNIFICANCE OF HEMOCIRCULATORY ANGIOARCHITECTONY OF THE HEART FOR THE ISSUES OF TREATMENT STRATEGY IN CORONARY HEART DISEASE by V. E. Milyukov, E. N. Dolgov, T. S. Zharikova

“…In the literature we could not find the data on principles of morphometric parameters of coronary vessels and structurally-functional condition of myocardial cells. …”
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大學教師學術發表影響力之影響因素 Factors Influencing Publication Impact of Faculty by 郭玲玲 Ling-Ling Kueh, 許清芳 Ching-Fan Sheu

“…Additionally, given the hierarchical structure of educational data, this study employed generalized linear mixed-effect model tree analysis to examine data with nested and clustered properties. …”
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Maintaining vocational education: strategies of a public institution aimed at adolescents in social vulnerability by Lilian Dias Ennes, Camila Pureza Guimarães da Silva, Tânia Cristina Franco Santos, Patrícia dos Santos Augusto, Gabriella Picoli dos Santos Faustino, Antonio José de Almeida Filho

“…Results: strategies adopted by workers culminated in changes at the Centro Piloto Quintino, with the structuring of the Comprehensive Learning Center, and the maintenance of courses at the Healthcare Professional Unit. …”
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nBERT: Harnessing NLP for Emotion Recognition in Psychotherapy to Transform Mental Health Care by Abdur Rasool, Saba Aslam, Naeem Hussain, Sharjeel Imtiaz, Waqar Riaz

“…Addressing the challenge of emotion classification in text-based therapy sessions, where non-verbal cues are absent, nBERT demonstrates its ability to extract nuanced emotional insights from unstructured textual data, providing a data-driven approach to enhance mental health assessments. …”
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Competencies developed by students while working in nutrition junior enterprises by Gabriela Gomes de Paiva, Daniele Cristina de Almeida, Letícia Clara Coelho, Simone Cardoso Lisboa Pereira, Bruna Vieira de Lima Costa

“…Introduction: Reflections arise on how junior companies have been structuring themselves alongside the teaching dynamics in Brazilian universities and their effective contributions to the professional training and development of skills of their members. …”
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Nuanced Music Emotion Recognition via a Semi‑Supervised Multi‑Relational Graph Neural Network by Andreas Peintner, Marta Moscati, Yu Kinoshita, Richard Vogl, Peter Knees, Markus Schedl, Hannah Strauss, Marcel Zentner, Eva Zangerle

“…We leverage graph neural networks to model intricate inter‑track relationships and capture structurally induced representations from user data, such as listening histories, genres, and tags. …”
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Apophatic discourse and the deconstruction of language: A study of Derridean topology by Gorgiev Stojanović Anastasija B., Stojanović Mihailo V.

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Research on shale lamination types and logging characterization methods: A case study of the Funing Formation Member 2 in Gaoyou Sag, Subei Basin by TANG Lei, LIAO Wenting, XIA Lianjun, MA Jie, ZHANG Juan

“…Water depth increases, and the shale gradually transitions to blocky structure. The content of gray and muddy minerals decreases, limiting the development of gray and muddy laminations. …”
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