"I want to pause here and talk about this notion of consensus, and the rise of what has been called consensus science. I regard consensus science as an extremely pernicious development that ought to be stopped cold in its tracks. Historically, the claim of consensus has been the first refuge of scoundrels; it is a way to avoid debate by claiming that the matter is already settled. Whenever you hear the consensus of scientists agrees on something or other, reach for your wallet, because you're being had.
Let's be clear: the work of science has nothing whatever to do with consensus. Consensus is the business of politics. Science, on the contrary, requires only one investigator who happens to be right, which means that he or she has results that are verifiable by reference to the real world. In science consensus is irrelevant. What is relevant is reproducible results. The greatest scientists in history are great precisely because they broke with the consensus.
There is no such thing as consensus science. If it's consensus, it isn't science. If it's science, it isn't consensus. Period."
As an engineer who is re-learning how to be a scientist, I thought I might try to comment on this directly a bit....
I think that the desire to claim a consensus is brought about when science is consumed by non-scientists, who are not accustomed to the inherent lack of consensus and agreement on a piece of science. Science is made better through discourse, through the lack of consensus...no doubt about it. However, there can be no consensus in science? Really? How many people out there reject Newton's Laws of Motion for large-body systems? So..it is wrong to reject the notion of scientific consensus altogether.
However, Crichton's point is valid: scientists hate consensus, in general. I swear, two scientists could argue for hours over whether the color of a wall is English Blue or Royal Blue. You are trained to point out every flaw you can find, to attack what someone is saying constantly. And...this certainly happens in the global climate change community...there are tons of aspect where the scientists cannot agree....there are different models to describe the earth's climate dynamics - and each model's authors will vigorously defend their approach while others will point out weaknesses. This is how you get good science.
So, then, is there any consensus and why would we care? I think that the bottom line is that non-scientists see this squabbling and arguing over fine points, and can easily get the impression that they must both be wrong..and have no idea what they are talking about. The problem is that to me or you, that wall is blue...who cares. We can easily see it's blue, but the scientists may argue for three days over the shade. I think that is the case in a lot of ways in the climate change community (not among all, of course, Richard Lindzen would say that wall is red, for example).
I think that when science meets policy, there is an effort to get scientists to agree to a consensus view so that these arguments do not creep into the general public where they would not be understood and truly aren't all that relevant to the overall conclusions. It isn't just climate change...I would imagine it is almost all scientific issues that have a policy impact.
I think that the notion of consensus should be taken for what it is. It doesn't really mean that everyone accepts it (though it likely should to be a true consensus)..it means that within reason, a large majority accept the scientific point. Within the scientific community, nobody cares about where the consensus is...if you accept something then you don't study it...if you don't, then you study it. It works pretty well that way. But, when policy decisions are going to be made on the basis of the science...the larger scientific community has come to realize that there is utility in forming a "consensus" view to pass on to the policy makers. You can't pass on every piece of data, every detailed aspect of the climate models, every view on positive and negative feedbacks....if you did that, you would paralyze the decision makers.