I think what people miss about the industry of Science is that, logically, if a paper says "A=Foo" then we'd expect it to be true. And if another comes out that says, "A=Bar" then it's confusing, are both wrong, are both right.

But instead, the way it works is a consensus is built. Researcher Bob - "We see that A=Foo." Researcher Sally -"Well, I see that A=Bar." Researcher Timmy - "Well, I see that A=Far." Researcher Kimmy - "Well, I see it as A=Fbar." Community over time - "Now the community has seen that A=Fbar is consistently correct and can be relied upon and used." 20 years pass... Researcher Jeff - "Well, I see that Ab=Fbar actually." Community - "That's bullshit." Researcher Betty - "Well, actually I see that too. But I see Ab=FbarC". etc etc

Since we don't know what we don't know, it isn't really a "We're done!" situation for someone to get 100% correct, it's a process of evolution in knowledge.