Is there an actual issur, that you are NOT ALLOWED to call someone without smicha, Rabbi?
I have always erred on the side of respect and call everyone, Rabbi, Dr, etc. Let them correct me. But is there a halachic issue in calling someone Rabbi, for darchei shalom?