Many papers have been found to be non-reproducible, and from time to time I read papers where I don't see how their conclusion is logical given the data. To me that indicates that often conclusions are drawn that seem logical to the researchers, and I'm sure they make perfect sense at the time, but every once in a while they end up being wrong later.