The trouble is, there's lots of evidence, and also lots of evidence that it isn't. The only way to draw a conclusion is by making a judgement about which evidence is better: which scientific experiments are better designed?
This is similar to homeopathy. Even if the state of research is not great, we're discussing a theory that is just not physically plausible. The default assumption should be that it is wrong.