I think your prediction is wrong. I think that if that happened, the scientific-and-skeptical community would go through something like the following steps

Perhaps you are right. It's not easy to be certain of this sort of hypothetical - I have a lot of confidence that there will be some people who react as per my prediction, and that there will be some people who react as per your prediction, but which group (if either) will gain enough backing to be considered the mainstream opinion is difficult, perhaps impossible, to tell.