I am trying to set the bundle id in General -> Identifier, but the field is grey and cannot set anything...
How can I do with it? Does that mean it is set by default?
It means you have multiple target schemes with different Bundle Indentifier values. You can set identifiers separately in Signing & Capabilities tab.