That is true, but it increases the probability of a theory being valid. The exception to that are most notable, but I think it is nevertheless the rule.
Only if repeated experimentation affirms it. Simply being "I'm a scientist and I like this" is not the implication here, but this is what youtube and other major players are trying to legitamize.
But I'm not denying that there is such a thing as a scientific consensus.