Non Inductive

Does Popper argue in favor of metaphysical statements? Or does he just argue against the positivists?
I feel that his argument is circular because it is said that the positivists ignore the problem of induction of imposing a line of empirical binary / Science non-empirical, that science or no science. However, he does not [...]