Revisiting Weimar Film Reviewers’ Sentiments: Integrating Lexicon-Based Sentiment Analysis with Large Language Models by Isadora Campregher Paiva, Josephine Diecke

“…Applying it to historical film reviews seemed logical and promising to us. Some of our early optimism was misplaced: while LLMs, and in particular ChatGPT, proved indeed to be much more adept at dealing with nuanced language, they are also difficult to control and implement in a consistent and reproducible way -- two things that lexicon-based sentiment analysis excels at. …”
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Interdisciplinary participation in climate-adapted urban land-use planning – findings of two gaming simulations in the city of Bottrop, Germany by Marisa Fuchs, Madeleine Loren Kirstein

“…Findings – The gaming simulations show that interdisciplinary participation can lead to an increased awareness of climate adaptation requirements in particular and a mutual understanding of different logics of action in the context of comprehensive and sustainable urban planning in general. …”
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Prospects for the use of sharing mechanisms in the tourism industry of Ukraine by Hanna Haponenko, Olena Yevtushenko, Irina Shamara, Valeriya Annenkova

“…In the course of the research, general scientific approaches were used, such as logical analysis and comparison, as well as methods of summarizing and processing information using economic and statistical methods of analysis. …”
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Research of Civil and Legal Relations of Kievan Rus Period Made by Professor P. P. Tsitovich (1843-1913) by V. A. Grechenko

“…The author of this research has used historical, formal and logical methods. It has been discovered that the first sources were Russo-Byzantine treaties of the X century, which were the beginning of his research; the author of the article has accomplished a comparative analysis of his points of view on these issues as well as the opinions of his contemporaries – scholars from other Universities; has analyzed his thoughts about testamentary heritage in the Ancient Russia era. …”
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Enhancing peer assessment with artificial intelligence by Keith J. Topping, Ed Gehringer, Hassan Khosravi, Srilekha Gudipati, Kaushik Jadhav, Surya Susarla

“…However, the focus of many papers was on diversity in grades and feedback, fuzzy logic and the analysis of feedback with a view to equalizing its quality. …”
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AR JACQUES DERRIDA - TRANSCENDENTALINIS FILOSOFAS? TRYS INTERPRETACIJOS by Jūratė Baranova

“…In this discussion, Neokantian Jürgen Habermas interpretes Derrida as a follower of Nietzsche's line and criticises him for prefering rhetoric instead of logic which is the main structuring modus of philosophical text. …”
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MORIX: Machine learning-aided framework for lethality detection and MORtality inference with eXplainable artificial intelligence in MAFLD subjects by Domenico Lofù, Paolo Sorino, Tommaso Colafiglio, Caterina Bonfiglio, Rossella Donghia, Gianluigi Giannelli, Angela Lombardi, Tommaso Di Noia, Eugenio Di Sciascio, Fedelucio Narducci

“…Additionally, an eXplainable Artificial Intelligence (XAI) analysis was conducted to clarify the diagnostic logic of the RF model and to assess the impact of each feature to the prediction. …”
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Psychosocial volunteer support for older adults with cognitive impairment: development of MyCare Ageing using a codesign approach via action research by Dave Vicary, Velandai K Srikanth, Darshini Ayton, Renée O'donnell, Helen Skouteris, Catherine Bateman, Chris Moran, Julie Lustig, Jane Banaszak-Holl, Peter Hunter, Elizabeth Pritchard, Heather Morris, Melissa Savaglio, Seema Parikh

“…We report on two co-design workshops with keystakeholders: Workshop 1: identification of components from three existing programmes to inform the development of the MyCare Ageing program logic and, Workshop 2: identification of implementation strategies.Participants The key stakeholders and workshop participants included clinicians (geriatricians, nurses and allied health), hospital staff (volunteer coordinators and hospital executives), Baptcare staff, a consumer, researchers and implementation experts and project staff.Results Workshop 1 identified the components from three existing programmes—the Volunteer Dementia and Delirium Care programme, Home-Start and MyCare for inclusion in MyCare Ageing. …”
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A Brand-New Algorithm for Mapping Algal Biomass in Lakes by Zhengyang Yu, Ronghua Ma, Minqi Hu, Kun Xue, Zhigang Cao, Junfeng Xiong

“…Column-integrated algal biomass has been recognized as a more logical proxy for the evaluation of lake eutrophication. …”
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Striking the Balance: Evaluating Content Quality and Reward Dynamics in Blockchain Online Social Media by Davide Mancino, Barbara Guidi, Andrea Michienzi, Marco Viviani

“…However, users can still cheat the logic of such reward systems, to maximize their economic gain, regardless of content quality. …”
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From Data to Delight: Leveraging Social Customer Relationship Management to Elevate Customer Satisfaction and Market Effectiveness by Ibrahim A. Elshaer, Alaa M. S. Azazz, Sameh Fayyad, Shaimaa A. Mohamed, Amr Mohamed Fouad, Eslam Ahmed Fathy

“…Therefore, following the suggestions from Dominant (S-D) Logic, Social Exchange Theory (SET), and Dynamic Capabilities Theory (DCT), this research explores the role of SCRM in co-creation and organizational performance through the social media data of customers. …”
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Facies-Constrained Kriging Interpolation Method for Parameter Modeling by Zhenbo Nie, Bo Feng, Huazhong Wang, Chengliang Wu, Rongwei Xu, Chao Ning

“…The parameter modeling results based on the FC-Kriging method are more consistent with geological logic, exhibiting clearer boundary features and higher resolution. …”
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A qualitative study exploring depressed participants’ experiences of receiving Augmented Depression Therapy (ADepT) by Rebecca Watson, Kim A Wright, Nigel Reed, Barney Dunn, Emily Widnall, Kalliopi Demetriou, Laura Warbrick, Katie Marchant, Nicole Geschwind, Isabella Magner-Parsons, Rachel Barter

“…Perceived mechanisms of change were reorienting to the positive, engaging with valued goals, taking a proactive life stance, gaining confidence and motivation for change, breaking down tasks into small steps, cultivating self-care and self-compassion, enhancing help seeking and interpersonal effectiveness, changing the relationship to depression, and rediscovering the self beyond depression.Conclusions Findings suggest that the wellbeing focus of ADepT is acceptable and leads to positive impacts, supports the logic model underpinning the intervention, and warrants continuation to a definitive trial.Trial registration number ISRCTN85278228.…”
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Building a practice-based research network for healthcare integration: a protocol paper for a mixed-method project by Danielle Mazza, Sanne Peters, Grant Russell, Christopher Barton, Elizabeth Ann Sturgiss, Samantha Paubrey Chakraborty, Timothy Staunton-Smith, Maria De Leon - Santiago

“…Our iterative approach will be informed by a programme logic model and consists of: preparation work (pre-implementation assessment, literature review, community and stakeholder engagement), adaptation and building for a sustainable collaboration (strategy for recruitment and sustainment of members) and planning for network action (designing and implementing priority initiatives, monitoring and follow-up).Ethics and dissemination This project was approved by the Monash Health ethics committee (ERM Reference Number: 76281; Monash Health Ref: RES-21-0000-392L) and the Monash University Human Research ethics committee (Reference Number: 29786). …”
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Enhanced photovoltaic panel diagnostics through AI integration with experimental DC to DC Buck Boost converter implementation by Chouaib Labiod, Redha Meneceur, Ali Bebboukha, Abdelmoumene Hechifa, Kamel Srairi, Adel Ghanem, Ievgen Zaitsev, Mohit Bajaj

“…In validation and comparison with previous approaches, the HHO-XGBoost model consistently outperforms established methods such as GADF-ANN, PCA-SVM, PNN, and Fuzzy Logic, achieving an overall accuracy of 98.48%. This outstanding performance confirms the model’s effectiveness in accurately diagnosing PV system conditions, further validating its robustness and reliability in fault detection and classification.…”
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Proactive and Integrated Management and Empowerment in Parkinson’s Disease: Designing a New Model of Care by Emma Tenison, Agnes Smink, Sabi Redwood, Sirwan Darweesh, Hazel Cottle, Angelika van Halteren, Pieter van den Haak, Ruth Hamlin, Jan Ypinga, Bastiaan R. Bloem, Yoav Ben-Shlomo, Marten Munneke, Emily Henderson

“…A multidisciplinary team of professionals in the United Kingdom and the Netherlands, all with a long history of caring for patients with movement disorders, used knowledge of deficiencies with the current model of care, an understanding of integrated care in chronic disease and the process of logic modelling, to develop a novel approach to the care of patients with Parkinson’s disease. …”
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A Novel Construction of Substitution Box Based on Polynomial Mapped and Finite Field With Image Encryption Application by Abid Mahboob, Muhammad Asif, Imran Siddique, Aysha Saleem, Muhammad Nadeem, Dariusz Grzelczyk, Jan Awrejcewicz

“…Further, S-box is utilized in image encryption scheme and apply MLC (majority logic criterion) and histogram analysis to examined the encryption quality. …”
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Impact of surrounding tissue-type and peri-electrode gap in stereoelectroencephalography guided (SEEG) radiofrequency thermocoagulation (RF-TC): a computational study by Santiago Collavini, Juan J. Pérez, Enrique Berjano, Mariano Fernández-Corazza, Silvia Oddo, Ramiro M. Irastorza

“…Purpose To use computational modeling to provide a complete and logical description of the electrical and thermal behavior during stereoelectroencephalography-guided (SEEG) radiofrequency thermo­coagulation (RF-TC).Methods A coupled electrical-thermal model was used to obtain the temperature distributions in the tissue during RF-TC. …”
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Forecasting and modelling the rye market, as a niche grain crop, under conditions of increasing mineral fertiliser costs by Anatolii Dibrova, Viktoriia Baidala, Теtiana Mirzoieva, Ludmila Stepasyuk, Alla Chmil, Larysa Dibrova

“…The research employed comparative analysis, tabular representation, statistical economic approaches, abstract-logical reasoning, and econometric modelling. In particular, the econometric partial equilibrium model AGMEMOD has been utilised. …”
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Research progress of exercise rehabilitation in patients undergoing percutaneous coronary intervention for acute myocardial infarction (急性心肌梗死患者经皮冠状动脉介入术后运动康复的研究进展)... by JIA Hongwei (贾红薇), XING Zheng (邢政), DONG Yujie (董玉洁), SHAN Li (单立), LIU Yanjie (刘艳杰), WANG Jing (王晶), YI jiaxin (益嘉欣), YANG Lin (杨林)

“…Based on the analysis of individual’s condition, early exercise rehabilitation plan should be designed systematically and logically to reduce the mortality due to acute myocardial infarction, prevent complications, promote the early rehabilitation and improve the exercise tolerance and quality of life of the patient. …”
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