Who is a Modeler?
Standard accounts of the nature of scientific theories ignore a crucial
distinction between modeling and other types of theory construction.
This conflation badly distorts important contrasts among the goals,
products, and practices of modelers and non-modelers. We can see this
difference intuitively when we consider the approaches of theorists
such as Vito Volterra and David Marr on one hand, and Charles Darwin
and William James on the other. Volterra and Marr were modelers; Darwin
and James were not. This paper develops an account of theory
construction capable of capturing this distinction. This account
distinguishes between modeling and non-modeling along two dimensions:
the nature of the theory--world relationship and the norms which govern
the construction of theoretical representations. By differentiating
modeling from other forms of theorizing, we can gain greater insight
into the process of theory construction, effective strategies of
idealization, and what is really at issue in certain debates between
theorists and experimentalists.