Well I was already certain Lucas wrote the story. I mean Arndt was already writing the screenplay while director wasn't even chosen yet. And I doubt that they would just let Arndt write a screenplay while making up the story as well.
The question is whether Lucas and Arndt were having any conferences or he just received the story treatment and worked on the screenplay with no additional input from Lucas.