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The climate science "debate" is in this category.
Here is another analogy: In baseball, the umpire has to call
balls and strikes. There will always be marginal cases,
where the call could have gone either way. Still the call
has to be made. There is value in having a settled non-null call.
Pretending that a marginal call is "not scientific"
betrays a fundamental non-understanding of science.
Real science does not provide -- or even pretend
to provide -- complete certainty. Instead, science
provides good ways to make decisions, even when
the data is imperfect.
Now suppose a baseball umpire hires a "scientist" to measure
the trajectory of the pitch. The "scientist"
determines that the pitch was outside the strike zone by
25 ± 2 cm. The "scientist" and all 50,000 spectators know
the pitch was outside, and know that the batter never took
the bat off his shoulder ... yet the umpire refuses to call
it a ball, claiming that the science is "not settled".
Maybe video review would reduce the uncertainty, so that the
ball was outside by 25 ± 1 cm ... but why bother?
If you want the scientist to make the call, he can certainly
do that. It's an easy call. On the other side of the same
coin, if the umpire won't let the scientist make the call,
the umpire has to do it. That's the umpire's job for crying
out loud. It's just ridiculous to forbid the scientist from
making the call and then blame him for not making it.