论文标题
误报和检验外星人假设的挑战
False positives and the challenge of testing the alien hypothesis
论文作者
论文摘要
从历史上看,生命的起源和对外星人生活的检测被视为单独的科学研究问题。但是,它们并非严格独立。在这里,我们讨论了更好地整合生命检测和生命起源科学的必要性。在贝叶斯假设检验的形式主义中构建这些双重问题,我们通过简单的例子显示了对生命检测主张的信心高度需要(1)(1)对特定外星环境中生命存在的强有力的假设,或者相反,(2)生命的签名并不容易受到虚假积极性的影响。作为案例研究,我们讨论了先验和假设检验在最近的结果中的作用,该结果报道了维纳斯气氛中对生命的潜在检测以及在埃塞拉德斯的冰冷羽毛中的作用。尽管许多当前领先的生物签名候选者由于没有确定的生活而受到误报,但我们的分析表明了为什么有必要将重点转移到确定的候选标志上。这表明有必要通过使用可观察到的生命来开发缺乏误报的方法,这些方法依赖于以前具有强大理论和经验支持的假设来识别生命的定义特征。为了理解生活的普遍特征而开发的抽象理论更有可能是确定的,并且适用于我们的生活。在没有外星人的例子的情况下,这些在生活的起源实验的起源中得到了最好的验证,这证明了生活的起源与生物签名科学研究社区之间需要更好地整合。
The origin of life and the detection of alien life have historically been treated as separate scientific research problems. However, they are not strictly independent. Here, we discuss the need for a better integration of the sciences of life detection and origins of life. Framing these dual problems within the formalism of Bayesian hypothesis testing, we show via simple examples how high confidence in life detection claims require either (1) a strong prior hypothesis about the existence of life in a particular alien environment, or conversely, (2) signatures of life that are not susceptible to false positives. As a case study, we discuss the role of priors and hypothesis testing in recent results reporting potential detection of life in the Venusian atmosphere and in the icy plumes of Enceladus. While many current leading biosignature candidates are subject to false positives because they are not definitive of life, our analyses demonstrate why it is necessary to shift focus to candidate signatures that are definitive. This indicates a necessity to develop methods that lack false positives, by using observables for life that rely on prior hypotheses with strong theoretical and empirical support in identifying defining features of life. Abstract theories developed in pursuit of understanding universal features of life are more likely to be definitive and to apply to life-as-we-don't-know-it. In the absence of alien examples these are best validated in origin of life experiments, substantiating the need for better integration between origins of life and biosignature science research communities.