The dissemination and reach of scientific knowledge have increased at a blistering pace. In this context, e-print servers have played a central role by providing scientists with a rapid and open mechanism for disseminating research without having to wait for the (lengthy) peer review process. While helping the scientific community in several ways, e-print servers also provide scientific communicators and the general public with access to a wealth of knowledge without having to pay hefty subscription fees. This motivates us to study how e-prints are positioned within Web community discussions. In this paper, we study data from two Web communities: 14 years of Reddit data and over four years of 4chan's Politically Incorrect board data. Our findings show the presence of e-prints in both science-enthusiast and general-audience communities. We find that real-world events and distinct factors influence the e-prints people's discussions. For instance, there was a surge of COVID-19-related research publications during the early months of the outbreak and a corresponding increase in the number of references to e-prints in online discussions. The similarity measurement result between e-prints and online discussions referencing them has low similarity, which shows that the online discussions are not exclusively talked about the findings in the referred e-prints. Our examination of a sample of threads shows 1) misinterpretation and generalization of research findings, 2) early research findings amplified as a source for future predictions, and 3) questioning findings from a pseudoscientific e-print. Overall, our work highlights the need to quickly and effectively validate non-peer-reviewed e- prints that get substantial press/social media coverage to help mitigate wrongful interpretations of scientific outputs.
翻译:科学知识的传播和普及以惊人的速度增加,在这方面,电子印刷服务器发挥了中心作用,为科学家们提供了一个迅速和开放的传播研究的机制,而不必等待(长期)同侪审查过程。电子印刷服务器在以多种方式帮助科学界的同时,也为科学界提供科学传播者和大众提供获取大量知识的机会,而不必支付高昂的订阅费。这促使我们研究电子印刷在网络社区讨论中如何定位。在本文中,我们研究了两个网络社区的数据:14年的Reddit数据,以及四年来4年的4chan的4chan印刷不正确的委员会数据。我们的调查结果显示,在科学-狂热和一般观察界都存在电子印刷的印刷品。我们发现现实世界事件和不同因素影响着电子印刷的讨论。例如,在爆发的最初几个月里,与COVID-19有关的研究出版物激增,在网上讨论中提到电子印刷资料的数量也相应增加。我们关于电子印刷出版物的准确性不准确的在线分析结果显示,电子印刷和在线讨论的类似性结果显示,电子印刷和在线讨论的早期分析结果显示,电子印刷和在线分析结果显示,电子印刷和在线讨论的准确分析结果显示,电子印刷的早期分析结果显示,电子印刷和网络分析结果显示,电子印刷的早期分析结果显示,电子印刷和网络分析结果显示,其的类似结果显示,电子印刷和网络分析结果显示的早期分析结果显示,电子印刷和网络分析结果显示,结果显示,其的早期分析结果显示,电子印刷和在线讨论结果显示,结果显示,电子印刷和网络分析结果的早期分析结果显示,结果显示,电子印刷结果显示,其的早期分析结果显示,结果显示,结果显示,其的早期分析结果显示,结果显示,电子印刷和网络分析结果显示,结果显示电子印刷和网络分析结果显示,其的早期分析结果显示,其的早期分析结果显示的早期分析结果显示,结果显示,其的早期分析结果显示,结果显示,结果显示,结果显示,结果显示,其的早期分析结果的早期分析结果显示,结果显示,电子印刷和网络分析结果显示,结果显示,结果显示,结果显示,电子印刷和网络分析结果显示,结果显示,电子印刷和在线讨论的早期分析结果显示电子印刷和网络讨论的早期分析结果显示,结果显示,结果显示,结果显示,电子印刷和网络讨论</s>