Self-driving lab for the photochemical synthesis of plasmonic nanoparticles with targeted structural and optical properties by Tianyi Wu, Sina Kheiri, Riley J. Hickman, Huachen Tao, Tony C. Wu, Zhi-Bo Yang, Xin Ge, Wei Zhang, Milad Abolhasani, Kun Liu, Alan Aspuru-Guzik, Eugenia Kumacheva

“…By targeting spectroscopic nanoparticle properties, the AFION lab identifies reaction conditions for the synthesis of different types of nanoparticles with designated shapes, morphologies, and compositions. Data analysis provides insight into the role of reaction conditions for the synthesis of the targeted nanoparticle type. …”
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Interpretability-Oriented Adjustment of K-Means: A Multiple-Objective Particle Swarm Optimization Framework by Liang Chen, Leming Sun, Caiming Zhong

“…Clustering is an unsupervised machine learning technique used to partition unlabeled data into different groups. …”
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Factors influencing assessment in higher education: Empirical evidence from physical education and fitness compulsory courses in Indonesia by Advendi Kristiyandaru, Bayu Budi Prakoso, Hijrin Fithroni, Dani Primanata, Sasminta Christina Yuli Hartati, Dwi Cahyo Kartiko

“…The present study delves into the multifarious factors that underpin students' learning assessment in higher education. Through the utilisation of an exploratory sequential mixed methods design, the researchers scrutinise the evaluation of 5,564 students by 23 lecturers, taking into consideration 9 characteristics. …”
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Knowledge and Awareness of Physiotherapists in Malaysia Regarding Post-Mastectomy Lymphedema Management and Associated Upper Limb Disability: A Cross-Sectional Survey by Narayanan Muthukumaran, Nahd Ahmed Marzoq Zain, Janaki M, Syed Abudaheer K, S. Muhil

“…Participants completed a validated self-structured questionnaire encompassing eight sections: demographics, clinical practice, knowledge, management of lymphedema and disability, awareness of physiotherapists' roles, awareness levels, and learning needs. Data analysis assessed awareness and influencing factors. …”
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An intelligent assessment of factors affecting new generations in the era of the internet and new media using intuitionistic hesitant fuzzy sugeno-weber aggregation operators by Yuxin Li, Yao Liu, Dan Zhao

“…There are many benefits and drawbacks to using the Internet, including issues with human health, education and learning habits, communication and relationships, and privacy and security. …”
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Screening benzimidazole derivatives for atypical antipsychotic activity by K. Yu. Kalitin, O. Yu. Mukha, V. B. Voynov

“…QSAR models were constructed based on data from 2615 compounds from the ChEMBL database. …”
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Peer reviews of peer reviews: A randomized controlled trial and other experiments. by Alexander Goldberg, Ivan Stelmakh, Kyunghyun Cho, Alice Oh, Alekh Agarwal, Danielle Belgrave, Nihar B Shah

“…We find that lengthened reviews are scored (statistically significantly) higher quality than the original reviews. Additionally, in analysis of observational data we find that authors are positively biased towards reviews recommending acceptance of their own papers, even after controlling for confounders of review length, quality, and different numbers of papers per author. …”
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Addressing the role of structured extensive listening among low-proficiency Thai learners of English by Chonlathorn Jantasode, Sugunya Ruangjaroon

“…The research instruments include a placement test, pre- and post-listening comprehension test, a listening log, and a focus-group interview. To analyze the data, t-tests were used to compare the groups and assess pre- and post-test improvements within the experimental group. …”
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Staff Management in Social Security Hospitals in Tehran: Challenges and Solutions by Asra Khalili, Ali Mohammad Mosadegh Rad, SHahram Ghafary, Ebrahim Jaafaripooyan

“…Methods: This qualitative study employed semi-structured interviews with 53 managers and key decision-makers from Social Security hospitals in Tehran, using purposive and snowball sampling techniques. Thematic analysis was utilized to analyze the data. The validity and reliability of the qualitative findings were ensured through participant and expert review methods. …”
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Revisiting Enduring Questions in a Changing Educational Context: A Review of the Handbook of Research on Teacher Education by Mestawot Beyene TAFESE, Erika KOPP

“…It does not present original data or formal meta-analyses, and its focus is largely centered on the U.S. context, with limited engagement in international comparative analysis. …”
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Navigating the ethical terrain of AI in education: A systematic review on framing responsible human-centered AI practices by Yao Fu, Zhenjie Weng

“…Although systematic reviews have widely reported the effects of AI on teaching and learning, limited reviews have examined and defined responsible AI in education (AIED). …”
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Experimental and numerical study on FRP-rehabilitated RC beam-column joints at high temperature with artificial neural network by R. Surya Prakash, N. Parthasarathi

“…The work addresses a significant knowledge deficiency by combining computational, experimental, and machine learning methodologies to thoroughly assess FRP performance under thermal stress, a subject inadequately explored in previous literature. …”
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Psychologists’ reflections on a trans and gender-diverse group at Baragwanath Hospital by Coenderaad J.F. Jacobs, Najeebah Y. Noorbhai

“…Methods: A reflexive thematic analysis was utilised. Thoughts and self-reflective themes discussed after each group were included. …”
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Designing Entrustable Professional Activities for Treatment Planning of Oral Cancer by Maxillofacial Surgery Residents: A Modified Delphi Study by Maidah Hanif, Yawar Hayat Khan, Kamran Ali

“…The study design was based on a modified Delphi technique and involved iterative online surveys with two rounds of data collection and analysis. Initial development of the questionnaire identified five EPAs based on 42 competencies along with supervision level and assessment strategies. …”
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Evaluation on nature-connected environment in building embedded landscape: theory, detection, and case design by Shu Zhong, Jiao Ren

“…Twenty pedestrians were randomly approached to assess their emotional perceptions of nature connectedness. Self-reported data were used to evaluate positive and negative emotion scores (Cronbach α: 0.803) and the emotional nonparametric relation index (ENRI) (Pearson correlation in retest: R square = 66.37%).ResultsThree machine-learning algorithms (random forest, AdaBoost, and gradient boosting trees [GBT]) were compared, with GBT being selected (R square: 76.49 ‒ 88.64 %) for further comparison with multivariate linear regression (MLR). …”
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Research on the impact of green finance on regional carbon emission reduction and its role mechanisms by Huiyun Li, Zongbao Yu, Gang Chen, Yingjun Nie

“…Therefore, taking the green financial reform and innovation pilot zone as a quasi-natural experiment, we select 270 cities from 2010 to 2021 as research samples and empirically assess the effects of the green finance policy on reducing regional carbon emissions through the double debiased machine learning (DDML) model. This study demonstrates that (1) green finance policy plays a significant role in promoting regional carbon emission reduction, and this conclusion remains valid after a variety of robustness tests; (2) the mechanism of action indicates that green finance policy contributes to regional carbon emission reduction by supporting green technological innovation and promoting the optimization of the industrial structure; (3) the analysis of heterogeneity reveals that green finance policy has a more pronounced effect on carbon emission reduction in the eastern region and in non-resource-based cities than in the central and western regions and in resource-dependent cities; and (4) the pilot policy of “Broadband China”, the pilot policy of information consumption, and the comprehensive experimental zone of big data has a synergistic effect on carbon reduction and emission reduction with green finance policy. …”
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Cloud PricingOps: A Decision Support Framework to Explore Pricing Policies of Cloud Services by George Fragiadakis, Anargyros Tsadimas, Evangelia Filiopoulou, George Kousiouris, Christos Michalakelis, Mara Nikolaidou

“…It constitutes a decision support system that provides alternative decision-making methods, such as hedonic models, time series, and clustering and machine learning techniques, to deal with problems related to cloud product pricing policy analysis, comparison and prediction. …”
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From Ongoing Streams of Evidence to Final Synthesis by Juha Uitto

“…Research Design: Not applicable. Data Collection and Analysis: Not applicable. …”
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Resting-state EEG microstate features for Alzheimer's disease classification. by Xiaoli Yang, Zhipeng Fan, Zhenwei Li, Jiayi Zhou

“…Resting-state electroencephalogram (EEG) microstate analysis resolves EEG signals into topographical maps representing discrete, sequential network activations. …”
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Perspectives on syringe services programs among patients hospitalized with injection drug use-associated endocarditis: a qualitative study by Bailey McInnes, Eunice A. Okumu, Maisun M. Ansary, Bayla Ostrach, Vivian H. Chu, Li-Tzy Wu, Carol Golin, David L. Rosen, Asher J. Schranz

“…Two study personnel coded the interviews and analyzed the data using a combination of structural codes, applied thematic analysis, and thematic comparison. …”
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