Will scholars get a sin on a disputed topic if they are wrong?

Assalamualaikum, I actually always had this question, if we take a disputed topic like masturbation or any other topic like this where scholars have divided opinion, some says that particular act is haram, some says it's halal and some say it's makrooh, so if that act is haram, will the scholars who says it's halal get a sin?