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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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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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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Prediction of contact resistance of electrical contact wear using different machine learning algorithms by Zhen-bing Cai, Chun-lin Li, Lei You, Xu-dong Chen, Li-ping He, Zhong-qing Cao, Zhi-nan Zhang

“…Experimental results indicate that an increase in load, current, and surface roughness leads to a decrease in stable mean resistance, while an increase in displacement amplitude and frequency results in an increase in stable mean resistance, leading to a decline in electrical contact performance. …”
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A Study on the Management and Evolution of Land Use and Land Cover in Romania During the Period 1990–2022 in the Context of Political and Environmental Changes by Jenica Călina, Aurel Călina, Gheorghe Marian Vangu, Alin Constantin Croitoru, Marius Miluț, Nicolae Ion Băbucă, Ion Stan

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Estimating cardiovascular effects of influenza vaccination in older adults: a target trial emulation using proximal causal inferenceResearch in context by Jinxin Guo, Tiansheng Wang, Zhike Liu, Weihong Zeng, Peng Shen, Yexiang Sun, Siyan Zhan, Yang Xu

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An interpretable machine learning tool for in-home monitoring of agitation episodes in people living with dementia: a proof-of-concept studyResearch in context by Marirena Bafaloukou, Ann-Kathrin Schalkamp, Nan Fletcher-Lloyd, Alex Capstick, Chloe Walsh, Cynthia Sandor, Samaneh Kouchaki, Ramin Nilforooshan, Payam Barnaghi

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A FRAME Model-based Investigation into the Implementation of M-Learning in Classrooms from the Perspectives of Vietnamese High School Teachers and Students in Southern Vietnam by Bao Thien Nguyen, Yau-Jane Chen

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Nurse‒physician interprofessional collaboration in the context of expanding nursing practice in primary health care: A comparative qualitative study of Brazil and Germany by Cassiano Mendes Franco, Daria Bula, Beatriz Rosana Gonçalves de Oliveira Toso, Ligia Giovanella, Kerstin Hämel

“…Our study analyzes the current forms and prospects of nurse‒physician collaboration in the context of expanding nursing practice in PHC in Brazil and Germany. …”
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Progress towards the UNAIDS 2030 HIV prevention target in New South Wales, Australia: a population-based studyResearch in context by Phillip Keen, Steven J. Nigro, Curtis Chan, Benjamin R. Bavinton, Htein Linn Aung, Martin Holt, Rebecca Guy, Janaki Amin, Timothy R. Broady, Jane Costello, Anthony D. Kelleher, Carla Treloar, Rick Varma, Matthew Vaughan, Valerie Delpech, Andrew E. Grulich

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A Theoretical Evaluation in the Context of Actor-Network Theory (ANT) Approaches of Urban Regeneration Implementations: Case Study of Bağcılar District, Istanbul by Ayşegül Baghal, Candan Çinar Çitak

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Problems and prospects for livestock industry development in the context of digitalization of the agro-industrial complex in the region (based on the materials of the Republic of B... by Z. T. Nasretdinova, A. M. Khazieva, A. R. Nasretdinova

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Determination of long-term permissible currents in wires of power supply systems of railways by E. P. FIGURNOV, Yu. I. ZHARKOV, V. I. KHARCHEVNIKOV

“…This requires recalculation of previously valid values of long-term permissible currents. Authors considered revised method for calculating the long-term permissible currents, based on a more rigorous consideration of the laws of heat transfer and experimental studies of the conditions of heating and cooling of shaped (contact) and stranded wires. …”
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Benefits and harms associated with the use of AI-related algorithmic decision-making systems by healthcare professionals: a systematic reviewResearch in context by Christoph Wilhelm, Anke Steckelberg, Felix G. Rebitschek

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Antiviral efficacy of fluoxetine in early symptomatic COVID-19: an open-label, randomised, controlled, adaptive platform trial (PLATCOV)Research in context by Podjanee Jittamala, Simon Boyd, William H.K. Schilling, James A. Watson, Thundon Ngamprasertchai, Tanaya Siripoon, Viravarn Luvira, Elizabeth M. Batty, Phrutsamon Wongnak, Lisia M. Esper, Pedro J. Almeida, Cintia Cruz, Fernando R. Ascencao, Renato S. Aguiar, Najia K. Ghanchi, James J. Callery, Shivani Singh, Varaporn Kruabkontho, Thatsanun Ngernseng, Jaruwan Tubprasert, Wanassanan Madmanee, Kanokon Suwannasin, Amornrat Promsongsil, Borimas Hanboonkunupakarn, Kittiyod Poovorawan, Manus Potaporn, Attasit Srisubat, Bootsakorn Loharjun, Walter R.J. Taylor, Farah Qamar, Abdul Momin Kazi, M. Asim Beg, Danoy Chommanam, Sisouphanh Vidhamaly, Kesinee Chotivanich, Mallika Imwong, Sasithon Pukrittayakamee, Arjen M. Dondorp, Nicholas P.J. Day, Mauro M. Teixeira, Watcharapong Piyaphanee, Weerapong Phumratanaprapin, Nicholas J. White

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The Main Directions of Improving the Methodology for the Application of Advanced Information and Communication Technologies in the Statistical Activities of the Republic of Uzbekis... by I. E. Zhukovskaya

“…This article presents the main directions of improving the methodology of using advanced information and communication technologies in the statistical industry of the Republic of Uzbekistan in the context of the digitalization of the economy. In particular, it is shown that modern ICTs have a huge potential for global competitiveness and contribute to the growth of the country's economy.Currently, in the statistical industry of the Republic of Uzbekistan, a large number of statistical calculations and forecasts are carried out on the basis of the use of the advanced ICT, there is experience in organizing interaction between information systems (IS), operating in the State Committee of the Republic of Uzbekistan on Statistics (Goskomstat), however, in preparation for population census and the implementation of the National Program “Digital Uzbekistan – 2030”, there is a need to develop new methodological solutions, technologies, software products, innovative mechanisms for collecting, processing and providing reporting information to various categories of users based on the use of the advanced ICT.Purpose. …”
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The conflict between theory and practice in caring for children: field narrative of a social worker by Shivangi Goenka, Kiran Modi

Thermal Load Influence during the Formation of Al-Al Contacts on the Electrical Parameters of the Integrated Circuits with Aluminum-Polysilicon Contacts by V. A. Pilipenko, V. A. Solodukha, N. S. Kovalchuk, J. A. Solovjov, D. V. Shestovski, D. V. Zhyhulin

“…An analysis of the currentvoltage characteristics showed that they are all identical, except for the course of the direct branch of the base current value from the emitter-base voltage. The deviation of the linear nature of this dependence in the region of their low voltage values (£ 200 mV) in the case of the formation of ohmic Al-Si and Al-Al contacts with the use of long-term heat treatments is due to the predominance of the generation-recombination current in this region associated with an increased density of traps in the depleted region and on the surface of the semiconductor. …”
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Ways to improve the efficiency of automatic control systems of pressing current collectors for railway service of high speeds by A. S. GOLUBKOV, O. A. SIDOROV, S. N. SMERDIN

“…With increasing operation speeds, the dynamic loads on the current collector from the rolling stock increase and the aerodynamic impact increases as well, which leads to an increase in the variation of the contact pressure, tearing off the current collector from the contact wire, arcing in contact and increased wear of the contact elements. …”
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