only integer scalar arrays can be converted to a scalar index

This statement is not correct. Integer scalar arrays can be converted to scalar indexes, but so can other types of arrays, such as floating-point scalar arrays or boolean scalar arrays. The key requirement is that the array contains only one element. For example, if you have a numpy array arr with shape (1,), you can convert it to a scalar index using arr.item().