Taming TikTok: how BIPOC individuals perceive and interact with algorithmically generated content by Jiarun Dai, Naila Hajiyeva, Sehba Wani, Kayla Booth

“…Participants discussed their experiences with the platform’s recommendation system, and responses were transcribed and thematically analyzed to identify patterns in content exposure, engagement strategies, and perceptions of algorithmic bias. …”
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Influence of Source Shape on Semi-Airborne Transient Electromagnetic Surveys by Lei Liu, Jianghai Xie, Wentao Liu, Jianmei Zhou

“…Theoretically, the SATEM method employs a long straight grounded wire as its transmitter source; however, in practical applications, various source shapes emerge due to terrain constraints. …”
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Exploring Change Mechanisms in a Complex Intervention: Lessons Learned From a Longitudinal Constructivist Grounded Theory Study by Stephanie Kipfer, Cedric Mabire, Andrea Koppitz, Sandrine Pihet

“…This article provides a practical example of how nursing and other health researchers can qualitatively explore change mechanisms of complex interventions with a longitudinal constructivist grounded theory approach. …”
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Machine learning approach for identifying and forecasting streamflow droughts in data limited basins of South Korea using threshold levels by Young-Ho Seo, Jang Hyun Sung, Byung-Sik Kim, Junehyeong Park

“…The results demonstrated significant drought patterns and characteristics across different threshold levels and time resolutions. …”
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Advancing Road Safety Through Intelligent Vehicle Accident Detection and Reporting Enabled by IoT Innovation by Rahat Ullah Khattak, Abdullah

“…Furthermore, the system's potential to collect valuable data on accident patterns and causes can contribute to the development of preventive measures and road safety strategies. …”
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Dynamic Response and Settlement Cause Analysis of Roadbed–Soft Clay Foundation System Under Traffic Vibration Loads by Fan Xia, Tangdai Xia, Zihao Wang

“…To investigate this phenomenon, numerical simulations were conducted to study the vibration response of various roadbed–foundation systems subjected to pavement vibration loads, and the propagation patterns of vibration waves within these systems were analyzed. …”
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Reviewing the Correlation of Fish Quality Alteration and In-Package Headspace Composition: Evidence From a pH Freshness Indicator Case Study by Evgenia Basdeki, Stamatia Eleni Vasilaki, Matteo Sensi, Emmanouil Flemetakis, Fabio Biscarini, Deborah Power, Theofania Tsironi

“…The color response of the pH indicator (red–pink turned pale yellow) was found to correlate with fish alteration patterns and reflected the headspace gas composition thus enabling “real-time” monitoring of fish spoilage.…”
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Identifying artificial intelligence-generated content using the DistilBERT transformer and NLP techniques by Hikmat Ullah Khan, Anam Naz, Fawaz Khaled Alarfaj, Naif Almusallam

“…Furthermore, qualitative assessments validate the model’s effectiveness in confidently classifying diverse textual samples, reinforcing its practical reliability.…”
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Research on the Micromechanical Properties of Minerals and Their Interfaces in Fractured Shale Reservoirs by Mengru Hou, Weiji Sun, Bing Liang, Jianfeng Hao, Qi Liu

“…The results showed that shales with similar mineral fractions and contents have different mineral interface patterns and inhomogeneities. When a shale is quartz‐rich, linear interfaces are more favorable to brittle damage than curved interfaces. …”
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Principles for Achieving Legibility in Residential Spaces: A Synthesis of Cognitive and Perceptual Approaches by Slobodan Marković, Đorđe Alfirević, Sanja Simonović Alfirević, Sanja Nikolić

“…This study investigates key determinants of legibility, including spatial layout, circulation patterns, lighting, and colour schemes. Through theoretical and empirical approaches, a literature review and case studies identify fundamental principles shaping residential legibility. …”
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Regional Black Sea Architecture and Consequences for the Regional Cooperation Framework by Alina Homorozean

“…Following the logic of finding regional solutions for regional problems, this paper aims to assess existing institutional and regional initiatives, reflecting on the implications for the success of Black Sea regionalism in creating patterns of sustained and sustainable development and a high degree of actors’ involvement. …”
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Palazzo Farnese and Dong’s Fortified Compound: An Art-Anthropological Cross-Cultural Analysis of Architectural Form, Symbolic Ornamentation, and Public Perception by Liyue Wu, Qinchuan Zhan, Yanjun Li, Chen Chen

“…Methods such as CLIP-based visual clustering and BERTopic-enabled sentiment modelling were applied to extract patterns of perception and symbolic emphasis. The findings reveal contrasting representational logics: Palazzo Farnese encodes dynastic authority and Renaissance cosmology through geometric order and immersive frescoes, while Dong’s Compound conveys Confucian ethics and frontier identity via nested courtyards and traditional ornamentation. …”
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Prevalence and Antimicrobial Resistance in Salmonella and Shigella Species Isolated from Outpatients, Jimma University Specialized Hospital, Southwest Ethiopia by Tesfahun Lamboro, Tsige Ketema, Ketema Bacha

“…Thus, this calls for frequent monitory and evaluation of their prevalence and drug resistance patterns besides awareness development on water sanitation and hygienic food handling practices to the public at large.…”
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Family-Level Diversity of Hymenopteran Parasitoid Communities in Agricultural Drainage Ditches and Implications for Biological Control by Shane Daniel Windsor, Alireza Shokoohi, Robert Salerno, William Lamp

“…Agricultural drainage ditches contain a variety of non-crop vegetation, including potential sources of alternate hosts and food for hymenopteran parasitoids that provide conservation biological control on adjacent farm fields. To assess the patterns of family-level diversity of hymenopteran parasitoids, we surveyed ditch and adjacent crop habitats during June, July, and August 2021–2023, using yellow sticky traps over one week. …”
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Spatiotemporal evaluation of irrigation groundwater quality in Hungarian agricultural sites using hydrochemical and machine learning approaches by Musaab A. A. Mohammed, Norbert P. Szabó, Viktória Mikita, Péter Szűcs

“…Groundwater samples from the Debrecen area (2019–2024) were analyzed using Hierarchical Cluster Analysis (HCA), irrigation indices (SAR, Na%, IWQI), and Self-Organizing Maps (SOMs) to understand spatial and temporal patterns. A Convolutional Neural Network (CNN) model was developed to predict IWQI from key water quality parameters, aiming to reduce manual calculation errors. …”
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PV<i>k</i>NN: A Publicly Verifiable and Privacy-Preserving Exact <i>k</i>NN Query Scheme for Cloud-Based Location Services by Jingyi Li, Yuqi Song, Chengliang Tian, Weizhong Tian

“…Leveraging Paillier’s homomorphic cryptosystem and public-key signature techniques, our design achieves heightened security by safeguarding databases, query access patterns, and result integrity while enabling public verification. …”
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Analysis of Innovation Management in Higher Educational Institutions Based on Perceptions Formed among the Teaching Personnel by D. M. Mukhiyayeva, Sh. T. Shayakhmetova, Zh. S. Utegenova

“…The expert interview answers have been categorized and synthesized to reveal the hidden patterns and prepare practical recommendations for policymakers and future researchers. …”
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Oral health promotion: a qualitative study to explore perspectives of kindergarten nurses at Qatar by Asmaa Alkhtib, Amal Alhatu, Trina Parcelona, Wafaa Al-Mulla, Safa A. Azim osman

“…Four major themes emerged and were analysed to explore contextual patterns within the data. Results The major themes included participants acknowledged the high prevalence of caries in children and identified several causes within the local context, including parental practices, poor dietary habits, the impact of cultural lack of oral health knowledge and limitations in the healthcare system. …”
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A novel ensemble model for fall detection: leveraging CNN and BiLSTM with channel and temporal attention by Sarita Sahni, Sweta Jain, Sri Khetwat Saritha

“…To address this issue, researchers propose integrating attention mechanisms, which help prioritize important information from the sensors and reduce the impact of over lapping activity patterns. These challenges limit their practical implementation in wearable systems. …”
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Drivers of Carbon Emissions in China’s Construction Industry: A Perspective from Interregional Carbon Transfer by Wenwen Xiao, Wenhao Song, Xuemei Pei, Lili Wang

“…This study uses 2007–2017 panel data from 30 provinces to analyze provincial carbon transfer patterns, combining input-output analysis and complex network theory. …”
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