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My adjacent refrain is "Science is not the same as people trying to do science".

The work of philosophers and sociologists of science, Kuhn and Feyerabend in particular, support this perspective.

Scientists trying to do science is a component of broad science, is it not?

Only if they succeed at doing science. If they just engage in pseudo-science then it's not.