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Ronchieri, Elisabetta; Carbone, John; Then, Patrick; Juric, Rewdmila (Ed.)Robotic cooking can alter both home and commercial kitchens by automat-ing and improving a variety of cooking operations. The incorporation of modern technology, such as robot manipulation, computer vision, deep learning, modal sensors, and other machine learning techniques, allows these robots to perform difficult culinary operations with accuracy and consisten-cy. However, several challenges still exist in adapting robotic systems to the diverse tools and techniques used in cooking. Robots need to use a wide ar-ray of kitchen tools designed for humans, such as knives, spatulas, and whisks. This requires not only the ability to grasp and manipulate these tools but also the adaptability to switch between them efficiently and use them correctly in different cooking contexts. This paper reviews the latest devel-opments in robotic cooking platforms, examining their design, performance, and public perception. It also covers various technologies critical for building robotic chefs, categorizing these advancements into need and importance, emerging technologies, different techniques, and future challenges. Further-more, it addresses the technical and practical obstacles that currently hinder their widespread implementation.more » « lessFree, publicly-accessible full text available May 9, 2026
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Medical research literacy (MRL) is a facet of health literacy that measures a person’s understanding of informed consent and other aspects of participation in medical research. While existing research on MRL is limited, there are reasons to believe MRL may be associated with a willingness to participate in medical research. We use data from a racially balanced sample of survey respondents (n = 410): (1) to analyze how MRL scores vary by respondents’ socio-demographic characteristics; (2) to examine how MRL relates to respondents’ expressed likelihood to participate in a clinical trial; and (3) to provide considerations on the measurement of MRL. The results indicate no differences in MRL scores by race or gender; younger (p < 0.05) and more educated (p < 0.001) individuals have significantly higher MRL scores. Further, higher MRL scores are associated with significantly lower levels of expressed likelihood to participate in a clinical trial. Additionally, the MRL scale included both true and false statements, and analyses demonstrate significant differences in how these relate to outcomes. Altogether, the results signal that further research is needed to understand MRL and how it relates to socio-demographic characteristics associated with research participation and can be measured effectively.more » « less
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Despite the growing popularity of digital payment transactions in the United States, most survey participation incentives are still paid through cash or check and then distributed to respondents or potential sample members via direct mail. Though survey researchers have explored alternative incentives, such as e-gift cards, for online samples, there has been no study of electronic cash incentives—specifically paid through mobile pay applications—to date. In this article, we briefly review the literature on incentives used in online surveys and then examine survey incentive payment preferences among respondents using a small, web-based survey of younger adults. Our results suggest a greater preference for cash incentives paid through mobile applications than through direct mail, further highlighting the need for more research on the efficacy of electronically-delivered monetary incentives.more » « less
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Abstract Searching for a connection between the two‐electron redox behavior of Group‐14 elements and their possible use as platforms for the photoreductive elimination of chlorine, we have studied the photochemistry of [(o‐(Ph2P)C6H4)2GeIVCl2]PtIICl2and [(o‐(Ph2P)C6H4)2ClGeIII]PtIIICl3, two newly isolated isomeric complexes. These studies show that, in the presence of a chlorine trap, both isomers convert cleanly into the platinum germyl complex [(o‐(Ph2P)C6H4)2ClGeIII]PtICl with quantum yields of 1.7 % and 3.2 % for the GeIV–PtIIand GeIII–PtIIIisomers, respectively. Conversion of the GeIV–PtIIisomer into the platinum germyl complex is a rare example of a light‐induced transition‐metal/main‐group‐element bond‐forming process. Finally, transient‐absorption‐spectroscopy studies carried out on the GeIII–PtIIIisomer point to a ligand arene–Cl.charge‐transfer complex as an intermediate.more » « less
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