THE MULTILEVEL EDUCATIONAL COMPLEX AS A FACTOR IN THE STABILIZATION OF THE LABOR MARKET AND STRUCTURAL BALANCE by Aleksandr S. Senin, Elena A. Bubenok

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OWNERSHIP STRUCTURE AND CORPORATE SOCIAL RESPONSIBILITY OF LISTED OIL AND GAS COMPANIES IN NIGERIA by Ibrahim Halidu Saidu, Saidu Amina Umar

“…Data were collected through content analysis of annual reports and sustainability disclosures. …”
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Advances in macromolecular crystallography at the Photon Factory: automation from crystallization to structural determination by Naohiro Matsugaki, Toshiya Senda

“…The crystallization plate prepared by PXS2 can be mounted directly onto an in situ data-acquisition system at BL-17A. These technologies have transformed experimental workflows, enabling high-throughput structure determination and supporting drug discovery. …”
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Structure-based mechanism of RyR channel operation by calcium and magnesium ions. by Alexandra Zahradníková, Jana Pavelková, Miroslav Sabo, Sefer Baday, Ivan Zahradník

“…The proposed mechanism of RyR operation provides a new interpretation of the structural and functional data of mammalian RyR channels on common grounds. …”
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Mechanics-informed autoencoder enables automated detection and localization of unforeseen structural damage by Xuyang Li, Hamed Bolandi, Mahdi Masmoudi, Talal Salem, Ankush Jha, Nizar Lajnef, Vishnu Naresh Boddeti

“…We present a novel “deploy-and-forget” approach for automated detection and localization of damage in structures. It is a synergistic integration of entirely passive measurements from inexpensive sensors, data compression, and a mechanics-informed autoencoder. …”
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Investigating Contributing Factors on Aggressive Driving Based on a Structural Equation Model by Wenxiang Xu, Junhua Wang, Ting Fu, Anae Sobhani, Matin Nabavi Niaki

“…The model is applied in a case study using data from the Shanghai Naturalistic Driving Study. …”
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The educational structure of digital artisans: a qualitative study based on grounded theory by Mengyuan Sui, Yang Yang, Mingxing Zhou

“…Abstract As the mainstay of the highly skilled talent team, digital artisans are of great significance in promoting industrial transformation and upgrading, accelerating the pace of digital as well as realising Vision 2035. To analyse the structure of the core educational elements of digital artisans, based on the procedural grounded theory, 30 digital artisans were selected as the objects, and with the help of in-depth interview data, the initial codes were extracted from the original data through the process of open coding—spindle coding—selective coding, which was integrated to form 33 concepts and 12 categories, and further refined into 4 main categories. …”
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Turtle soup, Prohibition, and the population genetic structure of Diamondback Terrapins (Malaclemys terrapin). by Paul E Converse, Shawn R Kuchta, J Susanne Hauswaldt, Willem M Roosenburg

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Seismic vulnerability of non-structural members in reinforced concrete buildings located in Tehran by Aliasghar Amir Kardoust, Seyyed Azim Hosseini, Hamidreza Rabeifard, Seyyed Mohammad Seyyed Hosseini, Abbas Akbarpour NickghalbRashti

“…Some researchers have studied the seismic reliability of bridge structures using field data. However, in Iran, real field data is not used to analyze the reliability of RC buildings. …”
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Plastic failure and deformation calculation of shaft structure in soil under lateral explosion by Shanzheng Sun, Yuan Liu

“…The empirical formula of the characteristic size of plastic hinge line is derived from the numerical simulation data. Based on the numerical simulation data and the law of conservation of energy, the empirical formula of the characteristic size of the plastic hinge line was obtained by fitting, the motion field of each plate in the plastic hinge line was analyzed, and the calculation method of the rigid plastic deformation of the shaft structure was established. …”
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Predicting the Population Growth and Structure of China Based on Grey Fractional-Order Models by Xiaojun Guo, Rui Zhang, Naiming Xie, Jingliang Jin

“…In this paper, the fractional-order GM (1, 1) model and the fractional-order Verhulst model are established, respectively, based on the statistical data of China's population indices from 2015 to 2019 to forecast the population size and the change trend of population structure of China from 2015 to 2050 in the short-term and medium- to long-term. …”
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Multi-channel learning for integrating structural hierarchies into context-dependent molecular representation by Yue Wan, Jialu Wu, Tingjun Hou, Chang-Yu Hsieh, Xiaowei Jia

“…Self-supervised learning (SSL) has emerged as a popular solution, utilizing large-scale, unannotated molecular data to learn a foundational representation of chemical space that might be advantageous for downstream tasks. …”
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Improved enzyme functional annotation prediction using contrastive learning with structural inference by Yuxin Yang, Abby Jerger, Song Feng, Zixu Wang, Christina Brasfield, Margaret S. Cheung, Jeremy Zucker, Qiang Guan

“…However, the majority of these methods have primarily focused on either amino acid sequence data or protein structure data, neglecting the potential synergy of combining both modalities. …”
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Study on the Dynamic Instability Mechanism of the Rock Formation in the Multifault Structure Zone of the Stope by Hanxiao Guo, Weijian Yu, Yong Liu, Zongtang Zhang, Xiangtao Kang

“…At the same time, the mechanism of the dynamic instability of the rock formation in the multifault structure zone of the stope has been studied through similar simulation experiments and on-site data analysis. …”
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A flexible way to study composites in ecology using structural equation modeling by Xi Yu, Florian Schuberth, Jörg Henseler

“…Our analysis also shows that the specified model, closest to the conceptual model of the illustrative example does not adequately describe the data. Instead, a model that does not assume that all covariances between the components of the composites are accounted for by the composites fits the data well.…”
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A roadmap for advancing plant phenological studies through effective open research data management by Barbara Templ

“…Based on insights from a structured survey conducted among phenology experts, this paper explores how the adoption of FAIR principles - Findability, Accessibility, Interoperability, and Reusability - directly addresses the unique challenges of phenological data, such as inconsistent metadata, variability in data collection methods, and difficulties in data integration. …”
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Structure of Small and Medium-Sized Business: Results of Total Statistic Observations in Russia by Iuliia S. Pinkovetskaia, Igor V. Balynin

“…The aim of the research is estimation of regularities and tendencies, characteristic for modern sectoral structure of small and mediumsized business in Russia. …”
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Evaluation of the seafloor structural setting of Alamein New City offshore area, Egypt by Amr Z. Hamouda, Mohamed M. Gobashy, Khaled S. Soliman, Mohamed A. Nassar, Suzan M. El-Gharabawy

“…That has proven to be extremely powerful techniques in coastal applications.The integration of the marine geophysical data obtained from the bathymetric, shallow seismic surveys, and the validity of these data that was confirmed by SSS backscatter sonograph, in addition, the images obtained by using the ROV, divided the study area into three main zones. …”
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Genomic structural equation modeling elucidates the shared genetic architecture of allergic disorders by Jingsheng Ruan, Xinglin Yi

“…Results A well-fitted genomic SEM integrated GWAS data, revealing the shared genetic architecture of allergic disorders. …”
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A Theoretical Study of Structural, Electronic, and Vibration Properties of Acetylcholine Chloride and Bromide by Kirill A. Gordienko, Aleksei B. Gordienko, Yurii N. Zhuravlev

“…As for the electronic structure, ACh-Hal proved to be dielectrics with a band gap of 4.734 and 4.405 eV. …”
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