But, when scientist Rutherford conducted the experiment, he actually saw that most of the charges went straight through!

Very few of the positive charges returned. The conclusion was simple: Thomson's watermelon model was wrong. It was clear that most of the atom was empty. That is why most of the charges were able to go through the metal sheet.