Their main argumentation (from page 1) summarized:
You know the state and progress of a program from the line you are on. A goto breaks that.
You can index the progress of a program through static line indexes and a dynamic loop index and function call stack. A goto breaks that. Including a "statements/lines since beginning of execution" is infeasible for understanding.