IN COMPARATIVE PLANETOLOGY we can't run controlled experiments, altering factors such as initial makeup or distance from a star and then seeing what happens over billions of years. We can only study the random experiments nature has chosen to run and try to piece together the overall story.
The closest we may ever get to a controlled experiment