Applications of Machine Learning (ML) in the context of marketing: a bibliometric approach [version 2; peer review: 2 approved] by Erica Agudelo-Ceballos, Ezequiel Martínez Rojas, Sebastián Cardona-Acevedo, Carlos Flores Goycochea, Juana De La Cruz Ramírez Dávila, Diana Arango-Botero, Jesus Alberto Jimenez Garcia, Alejandro Valencia-Arias

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Gathering insights of the global scenario of floating-bed agriculture through systematic literature review for its promotion in Indian context by Tanmoy Kumar Ghosh, Ashish Kumar Singh, Sudip Mitra, Sougata Karmakar

“…India is highly vulnerable to the escalating adversities of global climate-induced disasters, with flooding among the most significant consequences incurring severe detrimental effects on traditional land-based agriculture practices due to prolonged waterlogging. In this context, floating-bed agriculture shows promise for flood-prone and wetland areas, particularly in India, where resilient farming practices are essential. …”
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Unveiling the resilience of the water-energy-food nexus: A context-specific framework and evolutionary insights for the Yellow River Basin by Guiliang TIAN, Jiawen LI, Zheng WU, Qiuya Zhao, Qing Xia, Jinyi Zhang, Xingchao Niu

“…In the face of climate change, resource competition, and socioeconomic uncertainties, it is urgent to establish a theoretical framework for Water-Energy-Food nexus resilience (WEFNR) that is better adapted to regional characteristics and to conduct further analysis based on this foundation. Current research lacks adequate handling of complexity and context-specific adaptability. …”
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A polytherapy approach demonstrates therapeutic efficacy for the treatment of SOD1 associated amyotrophic lateral sclerosisResearch in context by Jeremy S. Lum, Mikayla L. Brown, Natalie E. Farrawell, Rachael Bartlett, Christen G. Chisholm, Jody Gorman, Anthony Dosseto, Florian Dux, Lachlan E. McInnes, Heath Ecroyd, Luke McAlary, Peter J. Crouch, Paul S. Donnelly, Justin J. Yerbury

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Situation analysis of evidence-informed health decision-making in Lao PDR: the case of health technology assessmentResearch in context by Sysavanh Phommachanh, Manit Sittimart, Aparna Ananthakrishnan, Souphaphone Vongsack, Soudavanh Soysouvanh, Elizabeth A. Ashley, Yot Teerawattananon, Saudamini Vishwanath Dabak, Mayfong Mayxay

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Possibility of increasing the switching resource of liquid-metal self-regulating fuses with fusion insert by A. V. Kuznetsov, Y. P. Yurenkov

“…Assessment of the state of the art in the development of current limiters based on liquid metal self-healing fuses and an increase in the switching life of self-healing fuses with a composite fuse-link.METHODS. …”
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Analysis of kidney and liver exchange transplantation in India (2000–2025): a multicentre, retrospective cohort studyResearch in context by Vivek B. Kute, Himanshu V. Patel, Subho Banerjee, Feroz Aziz, Suraj M. Godara, Shyam B. Bansal, Anil K. Bhalla, Pranjal Modi, Ashish Sharma, Viswanath Billa, Sajith Narayanan, Priyadarshi Ranjan, Manish Singla, Arvinder S. Soin, Subhash Gupta, Sandeep Guleria, Prashant Bhangui, Ankur Gupta, Deepak S. Ray, Divyesh P. Engineer, Jamal Rizvi, Vishal Parmar, Madan M. Bahadur, Sarbpreet Singh, Ashay P. Shingare, Bharat V. Shah, Benil Hafeeq, Ismail N. Aboobacker, Shriganesh Barnela, Munish Chauhan, Santosh Varughese, Dinesh Khullar, Mohamed Rela, Jatin Kothari, Shrirang Bichu, Dinesh Kumar, Pratik Das, Jyotish Chalil Gopinathan, Jeethu Joseph Eapen, Sushree Sashmita Das, Sunil Prakash, Anil Kumar BT, Shriniwas Ambike, Ravi Angral, Sanjiv Saxena, Suhas Bavikar, Vidyanand Tripathi, Sanjay Srinivasa, Umapati Hegde, Vishwanath Siddini, Nisith Mohanty, Kim Jacob Mammen, Abi Abraham M, Divya Bajpai, Sanshriti Chauhan, Anil Kumar, Manish R. Balwani, Hari Shankar Meshram, Ravi Mohanka, Surendran Sudhindran, Gaurav Chaubal, Thiagarajan Srinivasan, Ashwin Rammohan, Vineet Mishra, Sharmila Thukral, Purva Bavikar, Tukaram Jamale, Jai Kriplani, N.S. Girish, Kamlesh Parikh, Tarun Jeloka, Vinugopal Sreekumar, Sarfaraz Aslam, Veerbhadra Guptha, Dhananjai Agarwal, Sanjeev Gulati, Akash Gupta, M. Kamal Kiran, Urmila Anandh, Manoj Gumber, Prawash Kumar Chowdhary, Prakash Khetan, K.S. Nayak, Rushi Deshpande, Umesh Godhani, Sainath Pattewar, Kalpana Mehta, Neeraj Inamdar, Raj K. Yadav, Jigar Shrimali, Jitendra Goswami, Rajesh Garsa, R. Balasubramaniyam, Kamal Kiran Mukkavilli, Rajkumar K. Sharma, Sachin Soni, Imtiyaz Wani, Shailesh Kakde, Narayan Prasad, Ghanshyam Singh, Renuka Soni, Anushka Shankar, M.S. Gireesh, Aneesh Srivastava

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Increasing uptake of self-management education programmes for type 2 diabetes in primary care: the Embedding research programme including an RCT by Melanie J Davies, Shona Agarwal, Danielle H Bodicoat, Alan Brennan, Simon Dixon, Helen Eborall, Agnieszka Glab, Laura J Gray, Michelle Hadjiconstantinou, Lisa Huddlestone, Nicky Hudson, Anju Keetharuth, Kamlesh Khunti, Caroline Kristunas, Graham Martin, Alison Northern, Mike Patterson, Daniel Pollard, Rebecca Pritchard, Sally Schreder, Jane Speight, Bernie Stribling, Jackie Sturt, Jess Turner, Christina Weis

“…Key recommendations for research Consider how best to increase uptake to SSME within the new context of increased focus on digital/virtual modalities due in part to the COVID-19 pandemic, while maintaining the benefits to some underserved populations without alienating others and widening disparities (e.g. those without internet access). …”
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A replicating RNA vaccine confers protection against Crimean-Congo hemorrhagic fever in cynomolgus macaquesResearch in context by David W. Hawman, Shanna Leventhal, Kimberly Meade-White, William Graham, Karen Gaffney, Amit Khandhar, Justin Murray, Jessy Prado-Smith, Carl Shaia, Greg Saturday, Henry Buda, Lenny Moise, Jesse Erasmus, Heinz Feldmann

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Spatiotemporal Dynamics of Urban Green Spaces and Climatic Vulnerability of Togolese Cities in the Context of Rapid Urbanisation: The Case of Lome and Kara by Yetondé Deton, Hodabalo Kamou, Abalo Atato, Bimare Kombate, Abalo Mabafei, Josef Yoka, Marra Dourma, Atsu Kudzo Guelly, Komlan Batawila, Koffi Akpagana

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Evaluation of four KCNMA1 channelopathy variants on BK channel current under CaV1.2 activation by Ria L. Dinsdale, Andrea L. Meredith

“…Only the N999S mutation produced an increase in BK current in both micro- and nano-domains using square voltage commands and was also detectable in BK current evoked by a neuronal action potential within a microdomain. …”
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Supporting statistical literacy skills for prospective teachers: A learning trajectory used South Sumatra local wisdom context through hybrid learning by Rahma Siska Utari, Ratu Ilma Indra Putri, Zulkardi Zulkardi, Hapizah Hapizah

“…In an era where data is increasingly prevalent, statistical literacy skills are essential for active citizenship and informed decision-making. …”
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Design of an Improved Model for Personalized Adaptive E-Learning Using Context-Aware Federated Learning and Hierarchical Semantic Graph Analysis by Sirisha Udandarao, Krishna Bhukya, Ramesh Chappa

“…The challenges faced by most traditionally adaptive systems include limited personalization, context unawareness, low explanation, and reliance on shallow metrics of engagement. …”
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Scenari- Based Planning and Its Application in Sustainable Urban Regeneration (Case Study: Deteriorated Urban Context of Dargahan, Qeshm Island) by Ali Toobchi Sani, Mohammad Masoud, Asadollah Rabbani, Golnaz Sarami Foroshani

“…The scope and depth of this challenge increase every day due to a wonderful mixture of ambiguity, complexity, uncertainty, and tsunamis of change surrounding the city and the current world. …”
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The relationship between the lifestyle health index and voter turnout during the 2020 United States presidential election in the context of regional cultures by Ross Arena, Nicolaas P. Pronk, Thomas E. Kottke, Anthony Arena, Colin Woodard

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Studies of the Belukha glacier plexus in the context of global glacio-climatic monitoring (on the 100th anniversary of the first ascent of the Belukha Mountain) by V. S. Revyakin

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‘Can Remote Trials be Fair Trials? Exploring the Potential Effects of Communication Technology in the Criminal Justice Context from an Interdisciplinary Perspective’ by Dorris de Vocht, Pauline Jacobs

“…Exploring the Potential Effects of Communication Technology in the Criminal Justice Context from an Interdisciplinary Perspective’. This Special Issue explores the increasing use of remote technology in criminal proceedings, a trend largely attributed to the COVID-19 epidemic. …”
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The ticking time-bomb. Health literacy in the context of genetic risk prediction in familial breast-ovarian cancer; A qualitative study by Mariya Lorke, Laura Harzheim, Kerstin Rhiem, Christiane Woopen, Saskia Jünger

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Sustainability conditions of Polish agriculture in the context of the use of plant protection products, as compared to other European Union countries. Economic aspects by Marek Zieliński, Arkadiusz Zalewski, Sylwia Łaba

“…In this context, it is therefore important to emphasize the strong current aim and readiness of the European Union (EU) to restrict the use of plant protection products in agriculture. …”
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Dynamic versus fixed cerebral perfusion pressure targets in paediatric traumatic brain injury: a STARSHIP analysisResearch in context by C.A. Smith, S.Y. Bögli, M.M. Placek, M. Cabeleira, D. White, E. Daubney, A. Young, E. Beqiri, R. Kayani, R. O'Donnell, N. Pathan, S. Watson, A. Maw, M. Garnett, H.K. Kanthimathinathan, H. Bangalore, S. Sundararajan, G. Subramanian, D. Raffaj, S. Lampariello, A. Sarfatti, A. Mayer, O. Ross, M. Czosnyka, P.J. Hutchinson, P. Smielewski, S. Agrawal, Shruti Agrawal, Peter Smielewski, Peter J. Hutchinson, Stefan Yu Bögli, Claudia A. Smith, Carly Tooke, Caroline Payne, Holly Belfield, Amisha Mistry, Collette Spencer, Claire Jennings, Lara Bunni, Laura Anderson, Emily Morgan, Melanie James, Rebecca Beckley, Tahnima Khatun, Hafiza Khatun, Olivia Nugent, Richard Aldridge, Ruth Morgan, Julie Morcombe, Martin Quinton, Catherine Postlethwaite, Jenny Pond, Jessica Cutler, Caitlin Oxford, Marek Czosnyka, Michal Placek, Manuel Cabaleira, Deborah White, Esther Daubney, Adam Young, Erta Beqiri, Riaz Kayani, Roddy O'Donnell, Nazima Pathan, Suzanna Watson, Anna Maw, Matthew Garnett, Hari Krishnan Kanthimathinathan, Harish Bangalore, Santosh Sundararajan, Gayathri Subramanian, Dusan Raffaj, Simona Lampariello, Avishay Sarfatti, Anton Mayer, Oliver Ross

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