To some extend the difference between a science of X and philosophy of X is, that scientists try to answer the question and philosophers try to understand the question. For example, "How does a particle move under constant force." A physicist is content with just describing the movement of the particle, a philosopher will start thinking about questions like, "What is a force?" and "What is a particle?" and go on to question if these are in some sense necessary categories etc.