AI meets academia: the fire model's vision for enhanced learning by Nancy Mohamed Afifi

“…AI's capacity to generate complex written outputs poses significant challenges to traditional evaluation methods and potentially undermines the development of critical thinking. …”
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Methodology and Application of Adaptive and Sequential Approaches in Contemporary Clinical Trials by Zhengjia Chen, Yichuan Zhao, Ye Cui, Jeanne Kowalski

“…The application of adaptive and sequential methods in clinical trials has significantly improved the flexibility, efficiency, therapeutic effect, and validity of trials. …”
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The long-run anthropogenic incidence on climate change, air pollution, water scarcity, and contribution to global warming in Morocco by Hamdi El Asli, Mohamed Azeroual

“…Consclusions: Morocco's environmental sustainability (ES) is compromised by anthropogenic processes driven by affluence, demographics, and trade openness, and requires the efficient and effective implementation of policies outlined in a climate action roadmap for all stakeholders..…”
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Gender and Gender Inequalities: Elucidating the Role of Supervisor–Employee Gender Congruence Through United States Survey Results by Kuk-Kyoung Moon, Jaeyoung Lim

“…Gender inequalities in the workplace present a profound challenge, undermining not only the psychological well-being and performance of employees but also the fabric of organizational justice and efficiency. …”
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Thematic Analysis of Factors Influencing Helmet Non-Use among Motorcyclists in Gorgan by Vajihe Jalaeian Bakhshande, Seyes Rasoul Davoodi

“…Introduction In today's world, urban expansion and evolving lifestyles have accelerated the pace of life, making efficiency increasingly important. With population growth and these changes, the use of motorcycles has surged, particularly in the northern provinces of the country, including Golestan Province. …”
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Influence of Dynamic Magnetic Field Exposure Duration on the Germination and Growth of Khao Dawk Mali 105 Rice Seed by Tiwanat Gaewsondee, Cherdpong Chiawchanwattana, Phirayot Khaengkan, Juckamas Laohavanich, Chanat Vipattanaporn, Suphan Yangyuen

“…Magnetic field (MF) priming provides a chemical-free alternative to conventional methods; however, static exposure approaches are often limited by spatial heterogeneity in field–seed interaction caused by fixed seed positioning, undermining both treatment uniformity and reproducibility. …”
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Public–private partnership in pipelining science of acute care ecosystem: Insights from Taiwan's Presidential Hackathon by Chao‐Wen Chen, Yung‐Sung Yeh, Ta‐Chien Chan, Yi‐Syuan Wu

“…This disorganization undermined collaboration and response efficiency. Methods Taiwan's Presidential Hackathon introduced an innovative approach to improving the trauma system by integrating digital pipeline science through public–private partnerships (PPPs). …”
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Decentralized biobanking platform for organoid research networks by Marielle Gross, Marielle Gross, Ananya Dewan, Mario Macis, Mario Macis, Eve Budd, M. Eifler, Olayinka Odeniran, Jeff Kahn, Jeff Kahn, Jeff Kahn, Robert Clell Miller, Robert Clell Miller, William Sanchez

“…IntroductionOrganoids are living, patient-derived tumor models that are revolutionizing precision medicine and drug development, however current privacy practices strip identifiers, thereby undermining ethics, efficiency, and effectiveness for patients and research enterprises alike. …”
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Rethinking the potential of urban agriculture as a climate resilience strategy: Evidence from Accra, Ghana by Gideon Baffoe, Philip Antwi-Agyei

“…Stakeholder perspectives indicate that UA contributes to resilience through localized food production that supports nutritional security, the use of treated wastewater to enhance water efficiency, and the maintenance of green cover that buffers against urban heat and flooding. …”
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AS-TBR: An Intrusion Detection Model for Smart Grid Advanced Metering Infrastructure by Hao Ma, Yifan Fan, Yiying Zhang

“…A significant challenge in AMI traffic data is the severe class imbalance, where existing methods tend to favor majority class samples while neglecting the detection of minority class attacks, thereby undermining the overall reliability of the detection system. …”
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Workplace Incivility and Job Alienation: Analyzing the Mediating Role of Social Capital and the Moderating Role of Psychological Capital by Fariborz Fathi Chegeni, Mostafa OmidNezhad

“…Social capital in the workplace refers to a network of relationships built on mutual trust, cooperation, knowledge sharing, and shared norms, all of which enhance organizational cohesion and efficiency. Workplace incivility undermines trust, the foundation of social capital. …”
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Impact of artificial intelligence in transforming the doctor–cancer patient relationship by P.-E. Heudel, H. Crochet, J.-Y. Blay

“…While AI’s role in improving clinical efficiency and personalized care through the analysis of vast medical datasets is acknowledged, its full scope and impact are not yet completely understood. …”
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Navigating the Water–Energy Nexus: A Mathematical Approach by Moses Kayanda Kiteto, Cleophas Achisa Mecha

“…This has significantly undermined the efficiency of the plants as these surveys often miss out on complex interactions, lack robust predictive power and fail to account for dynamic temporal changes. …”
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Generative AI in Higher Education: Balancing Innovation and Integrity by Nigel J. Francis, Sue Jones, David P. Smith

“…This paper argues that while GenAI can provide substantial benefits in terms of automation and efficiency, its integration must be managed with care to avoid undermining the authenticity of student work and exacerbating existing inequalities. …”
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Context of Institutional Trust Erosion: An Inquiry into Workers' Experiences in Accessing Support and Welfare Institutions by Mohadeseh Zia Naserani, Hossein Afrasiabi, SeyedAlireza Afshani, Hamid Ebadollahi-Chanzanagh

“…Institutional trust emerges when citizens perceive government institutions as accountable, efficient, benevolent, predictable, open, transparent, fair, and honest. …”
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Factors that influence recruitment to COVID-19 vaccine trials: a qualitative evidence synthesis by Linda Biesty, Sarah Sheehan, Pauline Meskell, Maura Dowling, Claire Glenton, Sasha Shepperd, Xin Hui S. Chan, Rebecca Cox, Declan Devane, Andrew Booth, Catherine Houghton

“…These adaptive methods allow for modifications to the trial procedures without undermining the trial’s integrity, making the research process more flexible and efficient. …”
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Optimizing patient autonomy: a discrete choice experiment on preferences and disparities in healthcare provider selection by Gideon Leibner, Shuli Brammli-Greenberg

“…Future research should focus on strategies that better address the diverse needs and preferences of the population, ultimately enhancing healthcare system efficiency and equity.…”
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Key Issues and Prospects for Low-Carbon Operation and Scheduling of the New Power System from an Electricity-Carbon Coupling Perspective by ZHAO Junhua, BAI Yan, WANG Zhidong

“…Moreover， market simulation methods faced a contradiction between insufficient interpretability and overly stringent assumptions， and the integration of renewable energy units （characterized by near-zero short-term marginal costs） undermined traditional pricing models and complicated multi-period cost allocation.…”
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A critical analysis of public private partnership model in energy from waste projects by Junaid Tahir, Mark Atkinson, Zhigang Tian, Mohamad Kassem, Rafiq Ahmad, Pablo Martinez

“…Governments and investors are increasingly questioning their fiscal efficiency and overall benefit to taxpayers. Despite these concerns, studies investigating whether PFI provides value of money of PFI in EfW are lacking. …”
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Comparative Ethics of Modern Payment Models by Jacob Riegler

“…Volume-based reimbursement schemes prioritize efficiency, regardless of these major bioethical principles. …”
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