The chance of getting any one great person is equal that the beginning of the game (1/46 i think) but if you research tehe"associated tech" for a great person, the chance that when you get a great person, that one will appear is increased.
Pretty simple actually, it just gives you an increased chance of generating a time-relevant great person.