Co-creation of the Digital Democracy and Data Commons Manifesto: alternative sociotechnical visions of data [version 2; peer review: 2 approved, 1 approved with reservations, 1 not... by Andreu Belsunces, Ricard Espelt, Enric Senabre Hidalgo, Mayo Fuster Morell, Sara Suárez Gonzalo, Antonio Calleja

“…On the one hand, we describe the process of implementing a sprint approach for collaboratively writing a topic-specific manifesto, in the context of the broader EU project DECODE (Decentralised Citizen Owned Data Ecosystems). On the other hand, we present and analyse the main results from the content structure of the manifesto over its initial and final versions, which moved progressively as a cohesive text away from a scholarly and policy-oriented tone.…”
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Gold Punning: studying multistable meaning structures using a systematically collected set of lexical blends by Daniel Kjellander

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P- and S-Wave Velocity Structures and the Influence of Volcanic Activities in the East Java Area From Seismic Tomography by Syawaldin Ridha, Sukir Maryanto, Agustya A. Martha, Vanisa Syahra, Muhajir Anshori, Pepen Supendi, Sri Widiyantoro, Sri D. Wuryani, Rendi P. Hab Sari

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Design and Verification of a Versatile and Lightweight Radar Platform for High-Resolution Imaging of Glacial Subsurface Structures by Lena Krabbe, Niklas Haberberger, Michael Stelzig, Felix Pfluger, Matthias Braun, Martin Vossiek

“…Ground penetrating radar (GPR) is an effective tool in cryosphere and climate research, as it can provide detailed, non-invasive insights into ice thickness, internal structures, and subglacial conditions. This technology uncovers critical data on glacier dynamics and climate change impacts, enhancing our understanding of past, present, and future environmental shifts. …”
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Stress Performance Evaluation of Shield Machine Cutter Head during Cutting Piles under Masonry Structures by Fei Peng, Shiju Ma, Mingyu Li, Kui Fu

“…In the construction of the metro, the development and operation of large-scale underground space in the city cause the construction of metro tunnels near the original underground structures, and the complex environment for passing structures at close range has increased significantly. …”
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TRANSFORMATION OF COASTAL FAUNAL COMPLEX (TETRAPODA) OF THE LYSY LIMAN LAKE IN THE OPERATION OF HYDRAULIC STRUCTURES IN THE MIDDLE COURSE by R. Gubanov, A. Likhovid

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Segmentation of renal structures based on contrast computed tomography scans using a convolutional neural network by I. М. Chernenkiy, M. M. Chernenkiy, D. N. Fiev, E. S. Sirota

“…Develop a neural network to build 3D models of kidney neoplasms and adjacent structures.   Materials and methods. DICOM data (Digital Imaging and Communications in Medicine standard) from 41 patients with kidney neoplasms were used. …”
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Petrophysical characteristics of carbonate rocks of organogenic structures of late devonian age (Voronezh horizon) in Orenburg region by A. R. Ryazanov

“…The model was verified based on the data on the Volostnovsky site and neighboring deposits.Conclusion. …”
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Revealing arginine-cysteine and glycine-cysteine NOS linkages by a systematic re-evaluation of protein structures by Sophia Bazzi, Sharareh Sayyad

“…By systematically analyzing over 86,000 high–resolution X-ray protein structures, we uncovered 69 additional NOS bonds, including arginine-NOS-cysteine and glycine-NOS-cysteine. …”
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Modelling of adaptive phase-shifting filter cells with optical control based on multilayer structures of phasechange materials by A.V. Kiselev, V.A. Mikhalevsky, A.A. Nevzorov, A.A. Burtsev, V.V. Ionin, N.N. Eliseev, A.A. Lotin

“…Based on the modelling data of the investigated cell, a phase shifter can be constructed to transform an optical beam of arbitrary aperture. …”
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AI-generated corpus learning and EFL learners' learning of grammatical structures, lexical bundles, and willingness to write. by Chunlin Lu

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A Benchmark of Supply Management Models for Pharmaceutical Products from Pharmacies in Public and Private Hospital Structures by Samiha Benzekri, Amine Cheikh, Jamal Lamsaouri, Ahmed Bennana, Mohammed Adnane El Wartiti

“…Methods: Regarding the data collection method, we conducted a survey. The latter was intended for healthcare services. …”
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Complex Texture Contour Feature Extraction of Cracks in Timber Structures of Ancient Architecture Based on YOLO Algorithm by Jian Ma, Weidong Yan, Guoqi Liu, Shiyu Xing, Siqi Niu, Tong Wei

“…We published the first picture data set of cracks in timber structures of ancient architecture, and applied YOLO model in the intelligent identification field of cracks in timber structures of ancient architecture for the first time, which opened up a new idea for the intelligent operation and maintenance of the timber structures of ancient architecture.…”
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Natural Frequency of Monopile Supported Offshore Wind Turbine Structures Under Long-Term Cyclic Loading by Rong Chen, Haitao Yang, Yilong Sun, Jinglong Zou, Boyan Sun, Jialin Xu

“…Finally, a simplified method for evaluating long-term natural frequency changes was established, and a 3.6 MW offshore wind turbine case was used to reveal the evolution characteristics of its natural frequency under long-term cyclic loads. The data reveal that the natural frequency of the structure undergoes a downward tendency as cyclic loading and frequency increase. …”
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EVALUATION OF SCOURING AT PILE-SUPPORTED STRUCTURES CROSSING WATERCOURSES ACCORDING TO RELIABILITY AND INHOMOGENEITY INDICATORS OF GROUNDING FOUNDATIONS by A. K. Alibekov

“…As a result of the processing of experimental data, the required dependencies were obtained for both the absence and input of deposits into the scouring funnel. …”
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Damage Identification of Conduit Rack in Offshore Platform Structures Based on a Novel Composite Neural Network by Jiaqiang Yan, Yuanchao Qiu, Renhe Shao, Ziqiao Ling, Ruixiang Zhang

“…However, traditional methods have limitations in dealing with the time series data in the feature information. To improve the application of the time series information generated from offshore platform structures in damage modes, we propose a new integrated deep learning network model, which is used to improve the accuracy of the damage mode recognition based on the acceleration information of the conduit rack structure. …”
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Assessing crack formation and strain distribution in concrete structures using externally installed fiber optic sensors by Henrik Becks, Matthias Högemann, Josef Hegger, Martin Classen

“…The structural integrity of many European bridges is increasingly compromised by rising traffic loads and gradual deterioration. …”
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Method of forming a business model of corporate integrated structures and developing algorithms and models of its validity by A. E. Vostroknutov, V. I. Loyko

“…To evaluate the generated data on the business model algorithms and models of its validity have been developed.…”
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Fatigue Damage Characteristics of Offshore Wind Power Large-Diameter Monopile Structures During Driving Process by Tao CHEN, Ruilin DING, Wei GUO, Junhui SHE, Weichao LI

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Synthesis and Characterization of New Organoammonium, Thiazolium, and Pyridinium Triiodide Salts: Crystal Structures, Polymorphism, and Thermal Stability by Madhushi Bandara, Khadijatul Kobra, Spencer R. Watts, Logan Grady, Connor Hudson, Claudina Veas, Timothy W. Hanks, Rakesh Sachdeva, Jorge Barroso, Colin D. McMillen, William T. Pennington

“…Our work has focused on the design of salt–solvate cocrystals and deep eutectic solvents in which the triiodide anion interacts as a halogen bond acceptor with organoiodine molecules. To understand structure–property relationships in these hybrid materials, it is essential to have benchmark structural and physical data for the parent triiodide salt component. …”
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