The correct answer is Refine the hypothesis and repeat the appropriate steps of the scientific method.
You take the results that you gathered and based on them you create a new and improved hypothesis that you then try to prove. If that fails, you then take the new results and make a new hypothesis, until you prove something or find that your hypothesis is truthful.