Maybe because we do value science so highly and we utterly detest the politicisation of science that is such a huge feature of the climate debate.
If you actually listen to both sides, then the scientists are debating one very small thing: how sensitive the climate is to the small forcing from human gaseous emissions.
Both sides agree there is some warming. The extent of the current warming and whether it has paused/stopped for the last ten years is disputed (for a variety of reasons, but there are credible peer-reviewed climate scientists discussing the pause). The political AGW movement denies there has been any pause ("9 of the hottest 10 years on record have been since 2000", for example, which is shrill cry to keep believing the warming, but is also completely consistent with a pause in warming). The anti-AGW movement says that we have had some warming, but it's not a pause and we're due for another cooling period.
Both sides agree that at least some of the warming is due to human emissions. Again, the dispute is over how much. The political AGW movement says all the warming is human-induced. The climatologists say some of it is. The anti-AGW movement say very little of it is, and there are a variety of other more important causes.
Both sides agree that the majority influence on the climate are the various feedbacks involved in this chaotic system. The climate papers and models are very firmly saying that the current warming will increase water vapour in the atmosphere which will cause further warming. The political AGW movement says there is a 'tipping point' imminent beyond which all feedbacks become runaway positive feedbacks and the planet burns (I exaggerate only very slightly). The anti-AGW movement says that the feedbacks are unknown, there's no evidence that the models are right on this, and the water vapour feedbacks could be as strongly negative as positive.
Both sides agree that the outcome of continued warming is unknown. The climatologists get quiet on this point, but there are a number of other disciplines, notably the biosciences, that have published papers showing that any climate change is bad (which makes sense from a worldview where any changes to an ecosystem are seen as 'damage' and the current state of the ecosystem is the ideal state of that ecosystem, which is the prevailing view). The political AGW movement insist that the outcome will be catastrophic. The anti-AGW movement tend towards the view that a little warming would actually be quite nice, but accept that some places would have a negative outcome.
There are ancillary debates about, for instance, ocean level rises, ocean acidification, the causes and consequences of sea-ice and glacier retreats and other stuff, but basically it for the most part seems to be pretty good, open, honest debate. The anti-AGW movement has a core of competent scientists, mathematicians and amateur/retired climatologists who do know their stuff and can talk reasonably about it. For example, the original scepticism was sparked by McIntyre who is a statistician and had some legitimate questions about the statistics used in the climate science papers, those questions were subsequently borne out by the UK enquiries (no-one did anything 'wrong' but the enquiry did conclude that there were valid questions about the statistics methodologies used).
However, this is all surrounded by a haze of politics, so that professional climatologists have to be careful about what they publish in case it can be seen as supporting the 'other side', there are calls to censor publications on the subject to maintain a united front on the subject, the image of a 97% 'consensus' must be maintained at all times. The only place there can be a sensible debate about it is on the blogs, because they're not censored (though there are some people who would love to). And all the time there's a constant drumbeat of 'DENIALIST' whenever someone questions the political "truths".
This is bad. The use of the word Denialist is bad. Attempting to censor scientific debate is bad. Attempting to justify a political cause using incomplete science and then prevent the science from being completed is bad.
For the record, all the above is my reading into the situation from my pro-science, anti-politics point of view. I'm pretty neutral on whether the world is warming or not and whether it's human-induced or not (I don't think there's enough evidence either way yet). But I'm really really anti the political interference in the science. Your opinion may differ, in fact I hope it does, we need a diversity of opinions to make the debate work.
I was going to include references to all my points, but I figure by this time you've either been reading the same things I have, or you're not interested in it. Either way the references aren't going to help.