Harold Abelson points out in one of his lectures [0] that computer science isn't about computers any more than biology is about microscopes.
From that perspective, it is clear that Turing found an existing discipline of computer science and made major contributions to it. But it doesn't really seem right to say that he invented or founded computer science.
[0] https://www.youtube.com/watch?v=-J_xL4IGhJA&list=PLE18841CAB...