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What Science Is and How It Really Works最新文献

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About the Author 作者简介
Pub Date : 2019-07-18 DOI: 10.1017/9781108569149.015
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引用次数: 0
The Knowledge Problem, or What Can We Really “Know”? 知识问题,或者我们能真正“知道”什么?
Pub Date : 2019-07-18 DOI: 10.1017/9781108569149.002
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引用次数: 0
The Societal Factor, or How Social Dynamics Affect Science 社会因素,或社会动态如何影响科学
Pub Date : 2019-07-01 DOI: 10.1017/9781108569149.012
J. Zimring
R. A. Fisher was one of the most influential scientific thinkers of the twentieth century. He was mentioned earlier for his seminal contributions regarding accurate estimates of the likelihood of an error emerging from a given data set ( P values, discussed in Chapter 9). Fisher appreciated that the correlation of two variables only indicated that they have some association, but could not demonstrate causality. In the twentieth century, data began to emerge that people who smoked had a higher rate of lung cancer than those who did not smoke, beginning a debate that would rage for close to a century regarding the carcinogenic effects of tobacco. Unlike most who began to develop the view that smoking tobacco probably increased one’s risk of cancer, Fisher became convinced that it was in fact the other way around; he essentially argued that cancer caused smoking. 1 This view, which seems curious in retrospect, was quite logical at the time (and remains logically valid).
费雪是20世纪最有影响力的科学思想家之一。之前提到过他,因为他在准确估计给定数据集出现错误的可能性方面做出了开创性的贡献(P值,在第9章中讨论)。费雪认识到,两个变量的相关性只表明它们之间存在某种联系,但不能证明因果关系。在20世纪,有数据显示,吸烟者比不吸烟者患肺癌的几率更高,由此引发了一场关于烟草致癌作用的争论,这场争论持续了近一个世纪。与大多数开始认为吸烟可能增加患癌症风险的人不同,费雪开始确信事实恰恰相反;他基本上认为是癌症导致了吸烟。这种观点现在回想起来似乎很奇怪,但在当时是相当合乎逻辑的(并且在逻辑上仍然有效)。
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引用次数: 0
How Human Observation of the Natural World Can Differ from What the World Really Is 人类对自然世界的观察与世界的真实情况有多么不同
Pub Date : 2019-07-01 DOI: 10.1017/9781108569149.007
J. Zimring
Traditionally, scientists and philosophers of science have worked under the assumption that humans are pretty good at making observations of the natural world. Many thinkers, as far back as antiquity, recognized that experience could lead us astray and thus favored deductive systems of reasoning; however, to justify deduction, early philosophers argued for humans’ innate ability to perceive fundamental truths and correct base axioms. Empiricists clearly rejected this idea, favoring our ability to observe nature by using our senses over some perception of fundamental truths. However, both camps seemed to accept that humans could observe, or at least gather base information, about the natural world in a meaningful way, although there has not been uniform agreement on this. 1
传统上,科学家和科学哲学家都是在人类非常擅长观察自然世界的假设下工作的。早在古代,许多思想家就认识到经验会使我们误入歧途,因此偏爱演绎推理系统;然而,为了证明演绎是正确的,早期的哲学家认为人类具有感知基本真理和纠正基本公理的天生能力。经验主义者显然反对这种观点,他们更倾向于我们用感官观察自然的能力,而不是对基本真理的某些感知。然而,两个阵营似乎都认为人类可以以一种有意义的方式观察或至少收集有关自然世界的基本信息,尽管在这一点上还没有统一的共识。1
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引用次数: 0
Putting It All Together to Describe “What Science Is and How It Really Works” 把所有这些放在一起来描述“科学是什么以及它是如何运作的”
Pub Date : 2019-07-01 DOI: 10.1017/9781108569149.014
J. Zimring
Based on the discussions in this book, the following definition of science is suggested to my fellow scientists and nonscientists alike. First and foremost, science is an outgrowth of normal human observation, reasoning, conclusion, and prediction. Scientists and nonscientists both depend upon induction and the assumptions it entails – assumptions that are imperfect and don’t always hold. They assume that the future will resemble the past to a greater extent than by guessing alone, and they also assume that what one has encountered today is more representative of things not yet encountered than can be arrived at by random guessing. Both scientists and nonscientists retroduce causes for the effects they observe, a form of reasoning that suffers from the fallacy of affirming the consequent. As a result of this fallacy, scientists and nonscientists both retroduce hypotheses of causal things that likely never existed, such as phlogiston being the cause of heat, a vital force being required for the types of chemicals that come from living things, and the great Sananda causing a prophet’s pen to write. One needs ongoing observation, and if possible experimentation, to further assess which retroduced causes one should hold onto (at least for now) and which should be rejected (at least for now). Scientists and nonscientists both use deduction (or at least a form of reasoning that resembles deduction but may not adhere to strict standards of formal logic) to make further predictions based on their retroduced hypotheses. Scientists and nonscientists both have fallacies in their hypothetico-deductive (HD) thinking, make mistaken observations, have cognitive biases, and fall in love with their hypotheses, noticing observations that confirm and ignoring observations that refute. Scientists and nonscientists are both susceptible to social pressures, social biases, and manipulation (intentional and unintentional) by the groups and societies in which they find themselves.
基于本书的讨论,我向我的科学家和非科学家同行们提出了以下科学的定义。首先,科学是人类正常观察、推理、结论和预测的产物。科学家和非科学家都依赖于归纳法和它所带来的假设——这些假设是不完美的,并不总是成立的。他们认为未来将在更大程度上与过去相似,而不仅仅是猜测,他们还认为今天遇到的事情比随机猜测更能代表尚未遇到的事情。科学家和非科学家都为他们观察到的结果还原原因,这是一种因肯定结果而产生谬误的推理方式。由于这种谬论,科学家和非科学家都还原了可能从未存在过的因果事物的假设,例如燃素是热的原因,来自生物的化学物质类型需要一种生命力,以及伟大的萨南达导致先知的笔写字。一个人需要持续的观察,如果可能的话,还需要实验,以进一步评估哪些还原原因应该坚持(至少目前),哪些应该拒绝(至少目前)。科学家和非科学家都使用演绎(或者至少是一种类似演绎的推理形式,但可能不遵守严格的形式逻辑标准)来基于他们的还原假设做出进一步的预测。科学家和非科学家在他们的假设-演绎(HD)思维中都有谬误,会做出错误的观察,有认知偏差,并且会爱上他们的假设,注意到证实的观察结果而忽略反驳的观察结果。科学家和非科学家都容易受到社会压力、社会偏见以及他们所处的群体和社会的操纵(有意或无意)。
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引用次数: 0
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What Science Is and How It Really Works
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