Excellent topic, Robin. I agree with most of what has been written in response (well, except Mike's, obviously). The question you finished up with: "Why should we trust such people?" is the heart of the issue. Para mentioned "because it works", but I'm not convinced that's the whole answer, although I'd say it's probably a significant part.
There IS a danger in accepting the word of anyone, scientist included, for a claim (i.e., accepting on authority). As PaulK and others pointed out, errar humanum est. Even several scientists can agree with each other, but still be wrong. For instance, I'm currently re-reading some of the controversy over the bolide-impact-as-cause debate surrounding the Permian-Triassic mass extinction (okay, so, I have no life. Everybody has a hobby — extinction is mine
). A fair selection of scientists accepted the report - many others did not. A decade more data later, it appears a bolide probably wasn't implicated. So the likliehood now is that those who originally supported the hypothesis were wrong: there are other explanations for the data.
Where does this leave the rest of us? I mean, I’m not a geologist and most of the evidence for the P-T bolide is geological. How do I evaluate the claim and avoid jumping on the bandwagon simply because some group of scientists make a statement — or even published a paper in
Science (as was the case here) without having either the background expertise to directly evaluate the data, or the time/resources necessary to go to Japan and elsewhere and look at the rocks myself? I submit that ANY claim can be evaluated by anyone who wants to take the time to do it: even, on occasion, without esoteric knowledge.
The following six rules are adopted and adapted from an essay by James Lett,
A Field Guide to Critical Thinking, originally published in Skeptical Inquirer (Winter, 1990). It is by far and away the best guideline I’ve encountered, and one I personally use repeatedly.
1. It must be possible to conceive of evidence that would prove the claim false.
2. Any argument offered as evidence in support of any claim must be logically sound and valid.
3. The evidence offered for a claim must take into consideration all available evidence.
4. Evidence offered in support of a claim must be evaluated without self-deception.
5. An independent observer, under the same conditions and circumstances, must be able to achieve the same results.
6. The evidence offered in support of a claim must be adequate to establish the truth of the claim.
There’s a corollary to rule 6 that directly addresses the authority issue: evidence based on testimony and/or recourse to authority is not sufficient to prove the truth or falsehood of a claim.
The idea is that if you can subject a claim to all six of these rules, and it passes, then you’re reasonably able to state with some confidence the claim is true. It doesn’t guarantee the truth, however. Disconfirming evidence might be found tomorrow that throws the whole thing out the window. YOU don’t have to re-perform the exact observations or experiments, but YOU can and should apply critical thinking to the claims — regardless of who said it.