The search for mechanisms and their description of explanatory and predictive purposes has been, and continues to be, a common practice in scientific research, even after the decline of classical mechanism. However, from the empiricist critique of causality and especially during the second third of the twentieth century, other perspectives came to the forefront of the discussion in the philosophy of scientific explanation. In particular, the deductivist approach of the covering-law model shaped the debate over the nature of explanation in science during some three or four decades, despite the insistent criticisms of authors like Michael Scriven who pointed to the importance of describing the relevant causes for understanding a given fact. T...