I see two conflicting arguments on this topic.

One claims that that the Japanese surrendered because of the bombs, as broadcasted by Emperor Hirohito.

The other claims that Japanese scientists hypothesized that America only had 1 or 2 more bombs and the leaders decided they would be fine only losing a couple more cities. They really surrender because of the Soviet Union but only said the atomic bombs because it was less embarrassing.