EXECUTIVE-LEGISLATIVE RELATIONS AND LEGISLATIVE EFFECTIVENESS OF NIGERIA’S NATIONAL ASSEMBLY, 2015-2023 by JAMES LINGA JOSEPH

“…Utilizing a mixed-methods approach, including qualitative analysis of legislative records, policy documents, and interviews with key stakeholders, complemented by quantitative data analysis, this study explores the extent to which executive-legislative dynamics affected legislative productivity, policymaking efficiency, and the overall performance of the National Assembly. …”
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Architectural Synergies in Bi-Modal and Bi-Contrastive Learning by Yujia Gu, Brian Liu, Tianlong Zhang, Xinye Sha, Shiyong Chen

“…Traditionally, such models have been developed independently, using methods like contrastive learning and image-captioning to boost their analytical and creative outputs. …”
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The nano-paradox: addressing nanotoxicity for sustainable agriculture, circular economy and SDGs by Vijay Rani Rajpal, Byonkesh Nongthongbam, Manika Bhatia, Apekshita Singh, Soom Nath Raina, Tatiana Minkina, Vishnu D. Rajput, Noreen Zahra, Azamal Husen

“…It also discusses toxicological assessment methods, regulatory policies, strategies for toxicity management/mitigation and future research directions in nanotechnology, all within the context of SDGs, CE, promoting resource efficiency and sustainability. …”
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AI-powered EFL pedagogy: Integrating generative AI into university teaching preparation through UTAUT and activity theory by Muhammad Zaim, Safnil Arsyad, Budi Waluyo, Havid Ardi, Muhd. Al Hafizh, Muflihatuz Zakiyah, Widya Syafitri, Ahmad Nusi, Mei Hardiah

“…The study is particularly relevant as generative AI offers significant potential to improve teaching efficiency and content personalization, yet its adoption presents challenges in aligning outputs with educational standards and maintaining meaningful teacher-student interaction. …”
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Seeing Beyond Noise: Improving Cryptocurrency Forecasting with Linear Bias Correction by Sibtain Syed, Syed Muhammad Talha, Arshad Iqbal, Naveed Ahmad, Mohammed Ali Alshara

“…Bias correction (BC) is applied to model-forecasted price trends to reduce errors in evaluation and to enhance accuracy by adjusting model outputs to reduce prediction bias, providing a refined alternative to traditional unadjusted deep learning methods. …”
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A Temporal Convolutional Network–Bidirectional Long Short-Term Memory (TCN-BiLSTM) Prediction Model for Temporal Faults in Industrial Equipment by Jinyin Bai, Wei Zhu, Shuhong Liu, Chenhao Ye, Peng Zheng, Xiangchen Wang

“…The BiLSTM layer further leverages its bidirectional learning mechanism to model the long-term dependencies in the data, enabling effective predictions of complex fault patterns. Finally, the model outputs the prediction results after iterative optimization. …”
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Development and evaluation of prompts for a large language model to screen titles and abstracts in a living systematic review by Toshi A Furukawa, Eirini Karyotaki, Edoardo G Ostinelli, Andrea Cipriani, Pim Cuijpers, Yuki Kataoka, Yasushi Tsujimoto, Georgia Salanti, James Thomas, Jennifer Potts, Ryuhei So, Alessandro Rodolico, Stefan Leucht, Masatsugu Sakata, Claire Friedrich, Clara Miguel, Mathias Harrer, Tomohiro Takayama, Ava Homiar, Jaycee Kennett, Keisuke Yoshimura, Yosuke Yamagishi, Shiro Takagi, Đorđe Bašić

“…Consistency of the LLM outputs was also assessed.Results Prompt development required 1045 records. …”
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Optimizing Routine Educational Tasks through Prompt Engineering: A Comparative Study of AI Chatbots by Svitlana Skvortsova, Tetiana Symonenko, Kira Hnezdilova

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Comparative study of 2D vs. 3D AI-enhanced ultrasound for fetal crown-rump length evaluation in the first trimester by Yuanji Zhang, Yuhao Huang, Chaoyu Chen, Xing Hu, Wenxiong Pan, Huanjia Luo, Yankai Huang, Haixia Wang, Yan Cao, Yan Yi, Yi Xiong, Dong Ni

“…The 3DCRL-Net model automatically outputs the landmark position, CRL plane localization and measurement. …”
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Comparing Artificial Intelligence–Generated and Clinician-Created Personalized Self-Management Guidance for Patients With Knee Osteoarthritis: Blinded Observational Study by Kai Du, Ao Li, Qi-Heng Zuo, Chen-Yu Zhang, Ren Guo, Ping Chen, Wei-Shuai Du, Shu-Ming Li

“…The observed lexical complexity suggests the need to refine outputs for populations with limited health literacy. …”
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HIV treatment as prevention: systematic comparison of mathematical models of the potential impact of antiretroviral therapy on HIV incidence in South Africa. by Jeffrey W Eaton, Leigh F Johnson, Joshua A Salomon, Till Bärnighausen, Eran Bendavid, Anna Bershteyn, David E Bloom, Valentina Cambiano, Christophe Fraser, Jan A C Hontelez, Salal Humair, Daniel J Klein, Elisa F Long, Andrew N Phillips, Carel Pretorius, John Stover, Edward A Wenger, Brian G Williams, Timothy B Hallett

“…This study compares the predictions of several mathematical models simulating the same ART intervention programmes to determine the extent to which models agree about the epidemiological impact of expanded ART.<h4>Methods and findings</h4>Twelve independent mathematical models evaluated a set of standardised ART intervention scenarios in South Africa and reported a common set of outputs. …”
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Evaluation Indicators of Science, Technology, and Innovation: A Comparative Study of Iran, Australia, and New Zealand by Leila Namdarian

“…It emphasizes the importance of balancing quantitative indicators, such as publication outputs and patents, and qualitative measures, such as collaboration quality. …”
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The Application of Simulation – optimization Approaches in Water Transmission Line of Bistoun Dam to Have Integrated Planning of Water Resource by Sara Heshmati, Rasoul Ghobadiyan, Seyed Ehsan Fatemi

“…In addition, sometimes the outputs from these models are uncertain. Thus, the simulation models can be used for utilizing water resources systems. …”
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