If these both theories made the same predictions, you’d have to depend on your prior knowledge—your prior, for short—to judge which one was more likely.
Not sure what the commenting standard is for grammar mistakes but… change this to “both these”.
Not sure what the commenting standard is for grammar mistakes but… change this to “both these”.