Answer
For a theory to be considered as plausible, it must, first and foremost, agree with and/or predict the results from controlled experiments.
Work Step by Step
It should involve the fewest number of assumptions (i.e., follow Occam’s Razor). The best theories predict new phenomena that are subsequently observed after the appropriate experiments have been performed.