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A Study on the Characteristics of Frontier Scientific Achievements in Generative Artificial Intelligence Science Popularization:A Comparison Between Content Generated by Major Chinese Large Models and Chemistry-Related Reports in China Science Daily
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Cong Wang, Yuanfangzhou Lu, Caini He
Studies on Science Popularization | 2025, 20(2) : 15 - 23
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Studies on Science Popularization | 2025, 20(2): 15-23
Special Issue Generative Artificial Intelligence and Scicnce Popularization
A Study on the Characteristics of Frontier Scientific Achievements in Generative Artificial Intelligence Science Popularization:A Comparison Between Content Generated by Major Chinese Large Models and Chemistry-Related Reports in China Science Daily
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Cong Wang, Yuanfangzhou Lu, Caini He
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  • School of Humanities,University of Chinese Academy of Sciences,Beijing 100089
Published: 2025-04-20 doi: 10.19293/j.cnki.1673-8357.2025.02.002
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The popularization of frontier scientific achievements plays a pivotal role in enhancing public understanding and engagementwith science. With the widespread application of generative artificial intelligence(GenAI),its potential performance of popularizing frontier scientific achievements has become a critical topic. Unlike the generation of general science popularization content,GenAI encounters distinct challenges when addressing topics related to frontier scientific achievements. Firstly,there is a paucity of sufficient online textual data for GenAI training.Secondly,these topics often entail relatively higher uncertainty,necessitating a more cautious approach to content formulation. This study conducts a comparative analysis of science popularization content on frontier scientific achievements generated by traditional science popularizers and that produced by GenAI models. The results indicate no significant disparities between the two in terms of scientific accuracy and source reliability. However,the content generated by GenAI models tends to exhibit a more positive emotional tone compared to that produced by traditional science popularizers. Based on these results,this study suggests that while the risk of GenAI disseminating misinformation may be limited,it has the potential to reinforce existing stereotypes. Consequently,GenAI can not entirely supplant traditional science popularizers within the current framework of science popularization.

generative artificial intelligence  /  frontier scientific achievements  /  science popularization
Cong Wang, Yuanfangzhou Lu, Caini He. A Study on the Characteristics of Frontier Scientific Achievements in Generative Artificial Intelligence Science Popularization:A Comparison Between Content Generated by Major Chinese Large Models and Chemistry-Related Reports in China Science Daily[J]. Studies on Science Popularization, 2025 , 20 (2) : 15 -23 . DOI: 10.19293/j.cnki.1673-8357.2025.02.002
Year 2025 volume 20 Issue 2
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doi: 10.19293/j.cnki.1673-8357.2025.02.002
  • Receive Date:2025-02-16
  • Online Date:2026-03-16
  • Published:2025-04-20
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  • Received:2025-02-16
Affiliations
    School of Humanities,University of Chinese Academy of Sciences,Beijing 100089
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小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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