Fine-Tuning Large Language Models for Ontology Engineering: A Comparative Analysis of GPT-4 and Mistral by Dimitrios Doumanas, Andreas Soularidis, Dimitris Spiliotopoulos, Costas Vassilakis, Konstantinos Kotis

“…Ontology engineering (OE) plays a critical role in modeling and managing structured knowledge across various domains. This study examines the performance of fine-tuned large language models (LLMs), specifically GPT-4 and Mistral 7B, in efficiently automating OE tasks. …”
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Exploring corporate social responsibility practices in the telecommunications, broadcasting and courier sectors: a comparative industry analysis by Naziatul Aziah Mohd Radzi, Normaizatul Akma Saidi, Suziana Hassan, Mohamad Syahrul Nizam Ibrahim, Khai Ern Lee

“…Employing a qualitative methodology, the study utilises a semi-structured interview protocol to gather rich, detailed insights from top management across eight listed and non-listed companies. …”
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An exploratory study of implementing a breakthrough series collaborative in early childhood education and care centers in the United States by Tamara Halle, Anne Douglass, Jennifer Cleveland, Tiffany Bamdad, Hallie Garrison, Kerensa Nagle, Kathryn Tout, Jennifer Agosti, Stephanie Doyle, Diana Gal-Szabo

“…A mixed-methods case study design followed seven centers participating in the initiative in one community over 18 months. Data were collected with 148 staff in participating centers. …”
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How Do Patients and Caregivers in Advanced Illness Support One Another in Decision-Making for Patient Care? A Qualitative Interview Study of Patient and Caregiver Dyads in Speciali... by Norah Fagan, Andrew Davies, Geraldine Foley

“…Design: A qualitative study comprising semi-structured interviews. Data were thematically analyzed. …”
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A Lightweight Neural Network for Denoising Wrapped-Phase Images Generated with Full-Field Optical Interferometry by Muhammad Awais, Younggue Kim, Taeil Yoon, Wonshik Choi, Byeongha Lee

“…The results demonstrate that WPD-Net achieves superior noise suppression while preserving fine structural details even with mixed speckle and Gaussian noises. …”
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Unemployment as a new phenomenon of the transition economy of Russia in 1990–2000: causes, problems, solutions (on the example of the Southern Urals) by O. V. Salikhova, N. V. Baryshnikova

“…To achieve this goal, the following methods were used: statistical, system-structural, descriptive, comparative-historical. The sources include materials from federal and regional archives, statistical data from the Orenburg, Chelyabinsk regions and the Republic of Bashkortostan. …”
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Giving Voice to the Invisible Through the Use of Participatory Videos to Communicate Community-level Vulnerability to Pelagic Sargassum Influxes in the Eastern Caribbean by Bethia Thomas, Janice Cumberbatch

“…These groups had been excluded from previous data collection processes for sargassum management, and their views had been ignored. …”
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GPT Applications for Construction Safety: A Use Case Analysis by Ali Katooziani, Idris Jeelani, Masoud Gheisari

“…This includes fine-tuning for more relevant safety-specific outcomes, integrating real-time data for contextual awareness, and developing a nuanced understanding of safety risks. …”
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Climatic Impacts on Drug Therapy Usage: A Comparative Study of Kurdish Populations in Sulaimani, Iraq, and Stockholm, Sweden by Shena Ali Faris, Pakiza Aziz Saied

“…It also highlights significant variations in healthcare practices, demonstrating how environmental conditions shape medication patterns. Data collection was conducted through a structured online survey, covering sociodemographic factors, health behaviors, and medication practices, followed by statistical analysis using Python and SPSS. …”
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Examining the interplay of internet banking service quality, e-satisfaction, e-word of mouth and e-retention: a post pandemic customer perspective by Phillip Dangaiso, Paul Mukucha, Forbes Makudza, Tendai Towo, Knowledge Jonasi, Divaries Cosmas Jaravaza

“…Covariance based Structural Equation Modelling (SEM) in SPSS AMOS examined 261 valid responses. …”
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To chew or not to chew? Exploring the influence of scented chew toys on puppy chewing by Rituparna Sonowal, Nathaniel J. Hall, Anastasia C. Stellato

“…Owner reports suggest no changes in the frequency of dogs chewing on undesired items and mouthing or nipping on body parts during the 1-week period for either toy type.DiscussionThe findings suggest that scent can enhance engagement with chew toys, and although chew toys did not influence owner perceptions, future research should evaluate the use of structured owner-implemented training strategies on mitigating unwanted chewing or mouthing behavior in dogs.…”
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Effects of masculine culture on the mental health of Northern Sotho male youth by Ntsobe Tshepo Hope Mogano, Daniel Lesiba Letsoalo, Choja Akpovire Oduaran

“…A purposive sampling technique was used to select the sample. Data was collected through individual face-to-face semi-structured interviews and analyzed using qualitative content analysis through the lens of gender role conflict theory.  …”
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Workflow Design and Operational Analysis of a Coal‐Based Multi‐Energy Combined Supply System for Electricity, Heating, Cooling, and Gas by Shiwei Yu, Dedong Li, Zhongyi Zuo, Mingjie Feng

“…However, the inherent reliance of traditional CCHP systems on natural gas as fuel structurally conflicts with China's energy endowment, characterized by abundant coal and scarce natural gas, severely limiting their large‐scale application. …”
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Identifying Hub Genes and Pathways in Pancreatic Ductal Adenocarcinoma (PAAD): A comprehensive in silico study by Elham Karimi, Niloufar Sadat Kalaki, Seyed Mohammad Akrami

“…GO and KEGG pathway analyses indicated that these DEGs are significantly associated with functions related to cell adhesion, extracellular exosomes, structural components of the extracellular matrix, and the cytoskeleton in muscle cells. …”
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Effect of Health Educational Program on Knowledge, Attitude, and Reaction of Pregnant Women Regarding Obstetric and Newborn Danger Signs by Somaya O. Abd Elmoniem, Elham A. Ramadan, Ahlam E. M. Sarhan

“…Two tools were used for data collection. They were a Structured Interviewing Questionnaire and a Modified Likert Scale to assess women's attitude. …”
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Deep Learning-Enhanced Electronic Packaging Defect Detection via Fused Thermal Simulation and Infrared Thermography by Zijian Peng, Hu He

“…Advancements in semiconductor packaging toward higher integration and interconnect density have increased the risk of structural defects—such as missing solder balls, pad delamination, and bridging—that can disrupt thermal conduction paths, leading to localized overheating and potential chip failure. …”
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Strabismic Adults' Expectations of Psychosocial Support From Healthcare Professionals–A Qualitative Descriptive Study by Anna Mason, Katja Joronen, Laura Lindberg, Marika Kajander, Nina Fagerholm, Anja Rantanen

“…The data were analyzed by inductive content analysis. …”
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Enhancing FDG Production Efficiency on Explora FDG4 Synthesis Module: A Journey of Innovation and Excellence at Neurospinal & Cancer Care Post Graduate Institute by Syed Muhammad Haider Zaidi, Fatima Batool, Naheed Ghaffar

“…In this research data from all production batches from between January 2023 to December 2024 were analyzed. …”
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The Mediating Role of Emotional Intelligence on the Relationship between Organizational Culture and Job Performance of Accounting Staff in Yazd, Iran by Zohreh Arefmansh, Habib Ansari Samani, Fatemeh Zare Bidaki, Masoumeh Sadat Mousavi

“…To do so, 173 questionnaires were analyzed using the convenience sampling method. In data analysis, structural equation modeling, AMOS, and SPSS were used. …”
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Unravelling the importance of spatial and temporal resolutions in modeling urban air pollution using a machine learning approach by Alireza Zhalehdoost, Mohammad Taleai

“…This study proposes a structured machine learning (ML)-based framework to examine how temporal and spatial resolution choices affect the accuracy of urban air pollution modeling. …”
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