"bias towards assuming that physical skills are trainable while mental skills are not,"

For the layman, probably. Actual IQ tests try to ensure that subjects don't have experience with the test tasks. If they do, then the test is not as effective at measuring innate ability to learn or problem solve since it has been trained and the strategy to solve is already known. So it shouldn't be a misperception in the fields that deal with it.