QUOTE (dburt @ May 24 2008, 10:27 PM)
... I don't want to touch that one with a 50 foot pole, unless you provide some concrete examples. Mars examples would be especially helpful...
I'm not sure why you wouldn't. I wasn't suggesting anything controversial, political, or otherwise inappropriate for discussion here. I think I can provide some concrete examples, and Mars has some good ones. Your example of a "perfectly obvious conlusion" might fool many of our politicians, but it doesn't work in a debate among scientists familiar with the basic laws of physics. My favorite question along those lines is, "Which weighs more, a pound of feathers, or a pound of lead."
Of course any two geologists might disagree on the interpretation of a particular geological environment, but if you ask 100 geologists, most likely a majority of them will settle around one or two (or a few) favored interpretations. I'm not suggesting that the majority is always correct, but the majority often is. When people discuss scientific interpretations, Occam's razor is often quoted. But one version of Occam's razor; the one that I favor, is, "
Everything should be explained as simply as possible, but not more simply."
The unmanned/robotic exploration of Mars can offer some examples, because the orbiting spacecrafts, landers, and rovers each have a limited number of analytical instuments. Id est, the information they can send back to us for interpretation is limited, and usually less than ideal. A rock formation on earth can be mapped and sampled in detail, and analyzed by a full array of techniques here on Earth, but that's not an option on Mars, yet. That is why many scientists favor sample-return missions and the manned exploration of Mars.
For example, I understand that the early remote sensing orbiter exploration of Mars detected very similar spectral signatures all across the planet. The simplest version of Occam's razor would dictate that scientists should have concluded that the entire surface of the planet was of the same composition. We now know that is not the case, and that the globally distributed dust coating the entire surface is biasing the remotely sensed data.
The rovers on the ground have helped us study and understand that phenomenon, and have raised other questions. In another example, we have all seen pictures of spherical features in rocks on opposite sides of the planet through the eyes of Opportunity and Spirit. What if the rovers only had simple cameras, and no other analytical tools? As geologists, we know that spherical structures of various origins are common in terrestrial rocks. But now we are on Mars, so the most simplistic interpretation of Occam's razor might require us to assume that spherical structures in thinly layered rocks were created by the same processes across the planet. Fortunately for us, the rovers do have some additional analytical instruments that have demonstrated that the spherical objects have different compositions and microscopic features.
I am only saying that robotic, planetary exploration is more challenging than many would suspect.