I think you are correct, but also think that’s why Jefferson deliberately rooted the virtue of experimentation in our ability to use reason to interpret the results.

If someone is acting in bad faith, the fault is not in the experimental process but rather their faculty in interpreting the results. We wouldn’t throw out experimentation in science just because a researcher was biased in their result. The OP seems to be throwing out the baby with the bath water.