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Trust Criteria For Artificial Intelligence In Health: Normative And Epistemic Considerations, Kristin Kostick-Quenet, Benjamin H Lang, Jared Smith, Meghan Hurley, Jennifer Blumenthal-Barby Jul 2024

Trust Criteria For Artificial Intelligence In Health: Normative And Epistemic Considerations, Kristin Kostick-Quenet, Benjamin H Lang, Jared Smith, Meghan Hurley, Jennifer Blumenthal-Barby

Center for Medical Ethics and Health Policy Staff Publications

Rapid advancements in artificial intelligence and machine learning (AI/ML) in healthcare raise pressing questions about how much users should trust AI/ML systems, particularly for high stakes clinical decision-making. Ensuring that user trust is properly calibrated to a tool's computational capacities and limitations has both practical and ethical implications, given that overtrust or undertrust can influence over-reliance or under-reliance on algorithmic tools, with significant implications for patient safety and health outcomes. It is, thus, important to better understand how variability in trust criteria across stakeholders, settings, tools and use cases may influence approaches to using AI/ML tools in real settings. As …


Nevada Medical Residencies, 2024, Annie Vong, Caitlin J. Saladino, William E. Brown Jr. Jul 2024

Nevada Medical Residencies, 2024, Annie Vong, Caitlin J. Saladino, William E. Brown Jr.

Health

This fact sheet highlights medical residency data for the 2021, 2022, 2023, and 2024 graduating classes of the Kirk Kerkorian School of Medicine at the University of Nevada, Las Vegas (UNLV) and the University of Nevada, Reno (UNR) School of Medicine. This fact sheet presents data on residency program matches at the Kirk Kerkorian School of Medicine at UNLV and the UNR School of Medicine and reveals where Nevada medical school graduates pursue their residencies, and updates findings from a 2023 fact sheet exploring 2021, 2022, and 2023 graduating class data.


Average Child Care Costs In Nevada And The Mountain West, 2024, Monserrat Cristando-Romo, Maryam Raja, Annie Vong, Caitlin J. Saladino, William E. Brown Jr. Jul 2024

Average Child Care Costs In Nevada And The Mountain West, 2024, Monserrat Cristando-Romo, Maryam Raja, Annie Vong, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet reports data on the average costs of child care in the five most populous cities in each Mountain West state and the ten most populous cities in Nevada based on the “2020: ACS 5-Year Estimates Data Profiles” United States Census Bureau (Salt Lake City, UT; Albuquerque, NM; Denver, CO; Phoenix, AZ; and Las Vegas, NV). The original report from care.com provides child care data for all U.S. cities to assess the costs of child care nationally.


Deep Integration Of Technological Innovation And Industrial Innovation In Modern Industrial System: Inspiration From Global New Generation Lithography Systems, Jiang Yu, Feng Chen, Yue Guo Jul 2024

Deep Integration Of Technological Innovation And Industrial Innovation In Modern Industrial System: Inspiration From Global New Generation Lithography Systems, Jiang Yu, Feng Chen, Yue Guo

Bulletin of Chinese Academy of Sciences (Chinese Version)

Utilizing technological innovation to lead the construction of a modern industrial system is a strategic choice for seizing the opportunities of the new round of technological revolution and industrial transformation. It is also a necessary step for winning the strategic initiative towards high-level self-reliance and self-improvement. Technological innovation is the intrinsic driving force behind industrial innovation, and industrial innovation is the value embodiment of technological innovation. The deep integration of technological innovation and industrial innovation is the key to constructing and improving a modern industrial system. Taking the global extreme ultra-violet (EUV) lithography system as an example, based on the …


Innovation And New Quality Productivity, Yongnian Zheng, Lanmeng Xu Jul 2024

Innovation And New Quality Productivity, Yongnian Zheng, Lanmeng Xu

Bulletin of Chinese Academy of Sciences (Chinese Version)

China is in a critical period of promoting high-quality development and advancing Chinese modernization. This paper attempts to clarify the relationship between innovation and new-quality productivity and provide a potential development direction for China to lead a modernized industrial system by developing new-quality productivity through innovation. The study proposes that the development of new quality productivity through innovation requires serious consideration from three dimensions. First, it is important to figure out where new technologies come from. Second, it is essential to investigate where new industries come from. Third, a feasible solution has to be formulated based on China’s reality. The …


Establish Policy Ecosystem That Supports Technological Innovation And Leads Construction Of Modern Industrial System, Cheng Zhou, Xiaoyi Peng, Wen Xie, Chidong Zhang, Yuhe Qiu, Fan Wu Jul 2024

Establish Policy Ecosystem That Supports Technological Innovation And Leads Construction Of Modern Industrial System, Cheng Zhou, Xiaoyi Peng, Wen Xie, Chidong Zhang, Yuhe Qiu, Fan Wu

Bulletin of Chinese Academy of Sciences (Chinese Version)

To harness the leading role of science and technology innovation and accelerate the construction of a modern industrial system, it is necessary to establish an innovation policy ecosystem that coordinates science and technology, education, economics, and social policies. Compared with this demand, China’s current science and technology innovation policy still needs to be further improved in terms of policy horizontal and vertical coordination, industrial technology research organization mechanism, innovative enterprise subjectivity, industry-university-research cooperation innovation incentives, and resource allocation marketability. In response to these issues, five suggestions are put forward, namely, (1) set up an innovation policy coordination and review agency …


Learning From “Nature-Based Solutions” To Promote Optimal Management Of Integrated Ecological Conservation And Restoration In Qinghai-Xizang Plateau, Jun Wang, Bojie Fu, Xiao Zhang, Yanxu Liu, Wenwu Zhao Jul 2024

Learning From “Nature-Based Solutions” To Promote Optimal Management Of Integrated Ecological Conservation And Restoration In Qinghai-Xizang Plateau, Jun Wang, Bojie Fu, Xiao Zhang, Yanxu Liu, Wenwu Zhao

Bulletin of Chinese Academy of Sciences (Chinese Version)

The Qinghai-Xizang Plateau plays an important role as an ecological security barrier for China and the world, where the ecological environment has generally improved in recent years. Nevertheless, the Qinghai-Xizang Plateau still faces management challenges in dealing with the three relationships, namely, key problems and coordinated governance, natural recovery and artificial restoration, and high-quality development and high-level protection. This study proposes the application of “Nature-based Solutions” for adaptive management, including the implementation of ecological protection and restoration planning based on the “three-scale framework”, the ecological protection and restoration projects adaptation management under climate change and human disturbance based on quantitative …


Theories, Status Quo, And Suggestions On Scientific And Technological Innovation As Driver Of Developing Emerging Industries, Xiaoyan Zhang Jul 2024

Theories, Status Quo, And Suggestions On Scientific And Technological Innovation As Driver Of Developing Emerging Industries, Xiaoyan Zhang

Bulletin of Chinese Academy of Sciences (Chinese Version)

The emerging industry is the key to fostering new growth drivers and developing new advantages. It is also an essential guarantee to reinforce the resilience and security of China’s industrial chain and supply chain, and seize the initiative of future development. This study, based on the theoretical foundation and practical needs of “scientific and technological innovation as the driver of developing emerging industries”, summarizes the typical practices of innovation and development of emerging industries in countries including the United States, Japan, and Singapore. In addition, the study identifies the difficulties faced by China in the developing emerging industries, and raises …


Thoughts On Fostering Industries Of The Future Based On Innovation Infrastructure Clusters, Qingli Huang, Ziwei Zhao, Can Wang, Weihua Wang Jul 2024

Thoughts On Fostering Industries Of The Future Based On Innovation Infrastructure Clusters, Qingli Huang, Ziwei Zhao, Can Wang, Weihua Wang

Bulletin of Chinese Academy of Sciences (Chinese Version)

Industries of the future (IoTF) are characterized by a distinctive whole chain and high scientific and technological content, and as an important carrier to support the innovation activities of industries of the future, the construction and layout of innovation infrastructures, such as large scientific devices, major scientific and technological innovation platforms, pilot bases, etc., will inevitably develop towards whole chain clustering. This study tries to explain the basic concept of innovation infrastructure clusters for industries of the future, sort out the practices and results of fostering industries of the future based on innovation infrastructure clusters in some regions in China, …


Empowering Traditional Industries With Digital Intelligence For Transformation And Upgrading, Jiyuan Zang, Huanyong Ji, Qingxue Huang Jul 2024

Empowering Traditional Industries With Digital Intelligence For Transformation And Upgrading, Jiyuan Zang, Huanyong Ji, Qingxue Huang

Bulletin of Chinese Academy of Sciences (Chinese Version)

Traditional industries are the basic support and driving force for the high-quality development of the economy. Digital intelligence is an important lever for traditional industries to achieve the transformation of old and new kinetic energy and the leapfrogging of the global value chain. This study firstly deconstructs the rich connotations of digital intelligence from the perspectives of digitalization, networkization, and intelligentization. Secondly, it analyzes the transformation mechanism and various pathways through which digital intelligence impacts traditional industries. Thirdly, it analyzes the barriers faced by traditional industries in the process of adopting digital intelligence technologies. Finally, this study puts forward four …


Insights On Strategy And Approach For China To Construct A Modern Integrated Circuits Industrial System, Ximing Yin, Beibei Zhang, Tailun Chen, Jiang Yu, Jin Chen Jul 2024

Insights On Strategy And Approach For China To Construct A Modern Integrated Circuits Industrial System, Ximing Yin, Beibei Zhang, Tailun Chen, Jiang Yu, Jin Chen

Bulletin of Chinese Academy of Sciences (Chinese Version)

The integrated circuit (IC) industry is highly complex and systematic, and its key core technology breakthroughs are highly dependent on the support of systematic capabilities. The West especially the United States has accelerated the promotion of the “small-yard, high-fence” strategy, the “New Washington Consensus”, the “de-risking”, and other systematic policies to curb China’s rise. China’s IC industry chain is facing extreme risks such as rupture or blockage. Meanwhile, facing the new mission and requirements of Chinese modernization and new-quality productivity, China needs to accelerate the modernization of the IC industry with new development paradigms, new strategies, and new approaches. Based …


Green Transition Situations And Development Suggestions For Upstream Petroleum Industry, Lirong Dou, Feng Gao, Yun Peng, Xi Wang, Liang Xiong Jul 2024

Green Transition Situations And Development Suggestions For Upstream Petroleum Industry, Lirong Dou, Feng Gao, Yun Peng, Xi Wang, Liang Xiong

Bulletin of Chinese Academy of Sciences (Chinese Version)

In the current global energy transition process, which is accelerating overall but with further uncertainty, the global oil and gas industry is showing four major trends: a shift in business structure from oil and gas dominance to multi-energy complementarity, a shift in market structure from globalization to differentiation between the Eastern and Western hemispheres, a shift in policy orientation from radical transition to orderly development, and an expansion of technological innovation from traditional to emerging fields. Governments of various countries and international oil companies have made adjustments to policies, strategic goals, implementation paths, and other aspects based on their own …


Strategic Study On Leading Construction Of Modern Agricultural System By Technology Innovation, Yan Yan, Xurong Mei, Xiudong Wang Jul 2024

Strategic Study On Leading Construction Of Modern Agricultural System By Technology Innovation, Yan Yan, Xurong Mei, Xiudong Wang

Bulletin of Chinese Academy of Sciences (Chinese Version)

Technology innovation is the fundamental solution to build a modern agricultural system, and it is also an important support for building the large base, large enterprise, and large industry of modern agriculture and achieving the modernization of material equipment, technology, management, agricultural informatization, and sustainable resource utilization of agriculture. This paper explains the scientific concepts and logical relationships of the agricultural production system, industrial system and management system, which are the main components of a modern agricultural system. It emphasizes that ensuring food security, promoting industrial integration and upgrading, and cultivating leading enterprises are current key tasks. Nevertheless, from the …


Analysis Of Demand And Recycling Potential Of Lithium, Cobalt, And Nickel Under Energy Transition Emdash From Perspective Of Electric Vehicles, Xiong Ying, Shouyang Wang, Yuyao Yang Jul 2024

Analysis Of Demand And Recycling Potential Of Lithium, Cobalt, And Nickel Under Energy Transition Emdash From Perspective Of Electric Vehicles, Xiong Ying, Shouyang Wang, Yuyao Yang

Bulletin of Chinese Academy of Sciences (Chinese Version)

With the rapid growth of demand for lithium, cobalt, and nickel, China, the United States, and the European Union have classified them as critical minerals. This study investigates the rise of China’s and the global electric vehicle industry in relation to the demand for lithium, cobalt, and nickel, forecasts the potential for recycling these metals, and evaluates the challenges to resource security of these metals faced by China. The findings underscore the necessity of enhancing international collaboration in mineral extraction abroad and enhancing capabilities to safeguard overseas assets and equity. The study advocates for expediting the establishment of an electric …


Suggestions For Promoting Green Science And Technology Finance In China Under New Development Pattern, Wei Zhang, Xuemeng Liu Jul 2024

Suggestions For Promoting Green Science And Technology Finance In China Under New Development Pattern, Wei Zhang, Xuemeng Liu

Bulletin of Chinese Academy of Sciences (Chinese Version)

The new development pattern poses dual challenges to China’s existing financial system. In order to meet the challenges, the financial system needs to vigorously promote the development of green technology finance. To fulfill this, it is necessary to promote the system linkage and digitization of green technology finance, as well as to optimize the product structure of green technology finance. To promote the systematic linkage of green technology finance, it is necessary to promote the linkage development between direct and indirect financing methods of green technology, as well as the linkage development among the financial market of green technology, industrial …


Innovation Path At Institute For Protein Design Of Washington University And Its Enlightenment For Construction Of New Life Sciences R&D Institutions, Runzhou Zhao, Ming Ni, Yunzhi Fa, Xiaochen Bo, Jian Jiao Jul 2024

Innovation Path At Institute For Protein Design Of Washington University And Its Enlightenment For Construction Of New Life Sciences R&D Institutions, Runzhou Zhao, Ming Ni, Yunzhi Fa, Xiaochen Bo, Jian Jiao

Bulletin of Chinese Academy of Sciences (Chinese Version)

The Institute for Protein Design (IPD) at the University of Washington is a pioneering local and state-supported non-profit scientific research institution. Since its establishment in 2012, IPD has seized the opportunity of AI for Science and open science, and continuously enhanced its capabilities of fundamental innovations, breakthrough technologies, and industrial impact. We summarized five factors contributing to IPD’s development, including focusing on the cutting-edge issues of basic scientific research to gain a first-mover advantage and then further expand, integrating AI-enhanced digital tools and solid experimental validations, facilitating the integrated development of innovation and industrial chains, giving full play to the …


Policy And Practice Progress Of Stem Education For Women Abroad, Lingli Li, Hua Yang, Li Xie Jul 2024

Policy And Practice Progress Of Stem Education For Women Abroad, Lingli Li, Hua Yang, Li Xie

Bulletin of Chinese Academy of Sciences (Chinese Version)

In order to narrow the gender gap in the science, technology, engineering, and math (STEM) field, many countries have formulated relevant policy measures.This study summaries policy documents, plans and projects of women’s STEM education in different countries, and conducts text content analysis from three aspects, i.e., policy makers, policy elements, and policy implementation and evaluation. Results show that there are three types of policy makers, and each has their own focus. In terms of policy elements, it emphasizes that STEM education for female students in the education stage, as well as the attention to content such as social norms and …


Constructing Problemology That Is Symmetrical To Methodology—Taking Computer Science As An Example, Yuhang Liu, Yunquan Zhang Jul 2024

Constructing Problemology That Is Symmetrical To Methodology—Taking Computer Science As An Example, Yuhang Liu, Yunquan Zhang

Bulletin of Chinese Academy of Sciences (Chinese Version)

Institutionalized scientific research encourages free exploration while emphasizing the organization and coordination of research activities. Nevertheless, overcoming dispersion and repetition in the research process is an urgent problem to be addressed. Taking computer science as an example, to implement the problem-oriented concept, this study proposes constructing problemology that is symmetrical to methodology. Methodology is the important manifestation of scientific and technological achievements, and symmetrically, problemology is needed by the scientific research community. The problematique is a crucial component of problemology, representing the level of understanding of problems within the scientific research community. Through problematique as a medium, it connects, bridges, …


Changshu National Agro-Ecosystem Observation And Research Station, Chinese Academy Of Sciences, Institute Of Soil Science, Chinese Academy Of Sciences Jul 2024

Changshu National Agro-Ecosystem Observation And Research Station, Chinese Academy Of Sciences, Institute Of Soil Science, Chinese Academy Of Sciences

Bulletin of Chinese Academy of Sciences (Chinese Version)

No abstract provided.


Fundamental Theory And Technological Innovation In Soil Carbon And Nitrogen Cycling: Promoting Sustainable Development Of Agriculture, Xu Zhao, Longlong Xia, Yongqiu Xia, Xiaoyuan Yan Jul 2024

Fundamental Theory And Technological Innovation In Soil Carbon And Nitrogen Cycling: Promoting Sustainable Development Of Agriculture, Xu Zhao, Longlong Xia, Yongqiu Xia, Xiaoyuan Yan

Bulletin of Chinese Academy of Sciences (Chinese Version)

The Changshu National Agro-Ecosystem Observation and Research Station (hereinafter referred to as Changshu Station) was officially established in 1987. Changshu Station is the only multidisciplinary comprehensive observation, research, and demonstration station within Chinese Academy of Sciences in the Yangtze River Delta region, focusing on researches about agricultural production, resources utilization, and environmental protection. Since its establishment, Changshu Station is the pioneer in conducting systematic observational research on soil nitrogen cycling, soil carbon sequestration, greenhouse gas (GHG) mitigation, and agricultural non-point source pollution. Over the past five years, Changshu Station has focused on three major scientific issues facing green and sustainable …


Policy Overview (June, 2024) Jul 2024

Policy Overview (June, 2024)

Bulletin of Chinese Academy of Sciences (Chinese Version)

No abstract provided.


News Flash Jul 2024

News Flash

Bulletin of Chinese Academy of Sciences (Chinese Version)

No abstract provided.


Changing Contours Of Policy Communications In India, Abhishek Ranjan, Siddhartha Nath Jul 2024

Changing Contours Of Policy Communications In India, Abhishek Ranjan, Siddhartha Nath

Bulletin of Monetary Economics and Banking

Using the keyword frequencies in the headlines of press releases issued by the Ministry of Commerce and Industry, this article quantifies the shifting focus of India's public policy communications. Our analysis suggests that in the aftermath of the 2008–09 Global Financial Crisis, India's public policy communications shifted from international trade to innovation and competitiveness, while the emphasis on large infrastructure development, employment, investment, and policy incentives remained. A similar analysis using newspaper headlines from India's three leading newspapers and Google search intensity using data from Google Trends indicates that the discussion about international trade and the institutions that promote it …


“Lucid Waters And Lush Mountains Are Invaluable Assets”: Pathways And Prospects For Ecological Gdp In The Yellow River Basin, Guangqian Wang Jul 2024

“Lucid Waters And Lush Mountains Are Invaluable Assets”: Pathways And Prospects For Ecological Gdp In The Yellow River Basin, Guangqian Wang

Bulletin of Chinese Academy of Sciences (Chinese Version)

This study, following Xi Jinping’s ecological civilization philosophy and the two mountains concept, explores pathways for realizing ecological value and mechanisms for ecological GDP in the Yellow River Basin. The research demonstrates that the two mountains concept breaks through the limitations of traditional development paradigms, providing a foundational guide for ecological conservation and high-quality development in the Yellow River Basin. The research shows that constructing an ecological asset system and incorporating it into GDP accounting is the key to addressing the challenges of ecological value transformation. This requires adherence to the principles of “requisition-compensation balance” and “market-based transaction”, coupled with …


Theoretical Connotations And Chinese Practices Of Nature-Based Solutions, Bojie Fu, Jun Wang Jul 2024

Theoretical Connotations And Chinese Practices Of Nature-Based Solutions, Bojie Fu, Jun Wang

Bulletin of Chinese Academy of Sciences (Chinese Version)

The global ecological environment is confronted with severe challenges such as intensified climate change, drastic reduction of biodiversity and land degradation, which seriously affect the sustainable development of human beings. These challenges promote profound reflection on the relationship between human beings and nature. Nature-based Solutions (NbS) has emerged as an innovative concept of global ecological governance thateffectively responds to societal challenges. Its development has gone through embryonic stage, developmental stage and comprehensive application stage. Multidisciplinary principles such as restoration ecology and landscape ecology constitute the theoretical foundation of NbS. China has effectively integrated the concept of NbS with the construction …


Scientific Understanding And Transformation Pathways For “Ice And Snow Are Also As Valuable As Gold And Silver”, Qi Feng, Shijin Wang, Rongfang Zhao, Bao Wang Jul 2024

Scientific Understanding And Transformation Pathways For “Ice And Snow Are Also As Valuable As Gold And Silver”, Qi Feng, Shijin Wang, Rongfang Zhao, Bao Wang

Bulletin of Chinese Academy of Sciences (Chinese Version)

“Lucid waters and lush mountains are invaluable assets”, and “ice and snow are also as valuable as gold and silver”. Excellent ecology, ecological enrichment, and happy life are concrete manifestations of the Chinese-style modernization featuring harmonious coexistence between human beings and nature. Compared with lucid waters and lush mountains, ice and snow covered land is mostly concentrated in winter and spring, making it rather difficult to transform them into mountains of gold and silver. How to forge a pathway of high-quality development of the ice and snow economy to drive the revitalization of rural industries in winter and spring is …


Three-Stage Transformation And Practical Path Of “Lucid Waters And Lush Mountains Are Invaluable Assets” Concept, Lei Shen, Chao Zhang, Shuai Zhong Jul 2024

Three-Stage Transformation And Practical Path Of “Lucid Waters And Lush Mountains Are Invaluable Assets” Concept, Lei Shen, Chao Zhang, Shuai Zhong

Bulletin of Chinese Academy of Sciences (Chinese Version)

“Lucid waters and lush mountains are invaluable assets” concept (hereinafter referred to as two mountains concept) serves as the important component for China’s ecological civilization construction, breaking the dilemma of traditional development and environmental protection, and fostering the synergy between economy and ecology. Based on a framework integrating conceptual evolution, institutional construction, and practical implementation, this study examines the three stages: the awakening of paradigm and local breakthroughs during the ice-breaking period (2005–2012), system construction and national promotion in the establishment period (2013–2017), and value transformation and global contribution in the sublimation period (2018–present). The analysis reveals that the two …


Editorials Jul 2024

Editorials

Bulletin of Chinese Academy of Sciences (Chinese Version)

No abstract provided.


Exploration And Practice Of Major Function Zoning Based On That “Lucid Waters And Lush Mountains Are Invaluable Assets, Jie Fan, Jian Gao Jul 2024

Exploration And Practice Of Major Function Zoning Based On That “Lucid Waters And Lush Mountains Are Invaluable Assets, Jie Fan, Jian Gao

Bulletin of Chinese Academy of Sciences (Chinese Version)

President Xi Jinping’s thought of that “lucid waters and lush mountains are invaluable assets” has led China to modernize in a new form of ecological civilization, and it is also the general guideline for upgrading the major function zoning (MFZ) from planning to a national strategy and basic institution. Focusing on key ecological function zones of the MFZ, this study contends that the implementation of the MFZ strategy is a systematic exploration and innovative practice of the two mountains concept. It clarifies that the original intention of the MFZ is to protect lucid waters and lush mountains by combing through …


Practicing Concept Of “Lucid Waters And Lush Mountains Are Invaluable Assets” To Advance High-Quality Development Of Territorial Space, Kai Wang Jul 2024

Practicing Concept Of “Lucid Waters And Lush Mountains Are Invaluable Assets” To Advance High-Quality Development Of Territorial Space, Kai Wang

Bulletin of Chinese Academy of Sciences (Chinese Version)

The concept of “lucid waters and lush mountains are invaluable assets” (two mountains concept) constitutes an important component of Xi Jinping Thought on Ecological Civilization, providing the fundamental guidance for establishing China’s territorial space planning system and its associated technical framework. This study analyzes the specific manifestations and root causes of the periodic conflicts between urban development space and ecological space in China. It further examines the theoretical value and practical significance of the two mountains concept in fostering a harmonious coexistence between humanity and nature from the perspective of spatial planning. Currently, China is in a critical period for …