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Performing abstraction: two ways of modelling Arabidopsis thaliana

机译:执行抽象:拟南芥建模的两种方法

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What is the best way to analyse abstraction in scientific modelling? I propose to focus on abstracting as an epistemic activity, which is achieved in different ways and for different purposes depending on the actual circumstances of modelling and the features of the models in question. This is in contrast to a more conventional use of the term ‘abstract’ as an attribute of models, which I characterise as black-boxing the ways in which abstraction is performed and to which epistemological advantage. I exemplify my claims through a detailed reconstruction of the practices involved in creating two types of models of the flowering plant Arabidopsis thaliana, currently the best-known model organism in plant biology. This leads me to distinguish between two types of abstraction processes: the ‘material abstracting’ required in the production of Arabidopsis specimens and the ‘intellectual abstracting’ characterising the elaboration of visual models of Arabidopsis genomics. Reflecting on the differences between these types of abstracting helps to pin down the epistemic skills and research commitments used by researchers to produce each model, thus clarifying how models are handled by researchers and with which epistemological implications.
机译:在科学建模中分析抽象的最佳方法是什么?我建议着重将抽象作为一种认知活动,这取决于建模的实际情况和所讨论模型的特征,以不同的方式和出于不同的目的而实现。这与“抽象”一词作为模型属性的更常规用法形成鲜明对比,我将其抽象化为执行方法以及认识论优势的黑匣子。我通过详细重建创建两种类型的开花植物拟南芥模型的实践来举例说明我的主张,后者目前是植物生物学中最著名的模型生物。这使我区分了两种类型的抽象过程:拟南芥样品生产中需要的“材料抽象”和表征拟南芥基因组学视觉模型的特征的“智力抽象”。反思这些抽象类型之间的差异,有助于确定研究人员用来生成每种模型的认识技能和研究承诺,从而阐明研究人员如何处理模型以及认识论的含义。

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