It doesn't seem plausible that the dearth of Republican scientists has the same causes as the under-representation of women or minorities in science. I doubt that teachers are telling young Republicans that math is too hard for them, as they sometimes do with girls; or that socioeconomic factors are making it difficult for Republican students to succeed in science, as is the case for some ethnic minority groups. The idea of mentorship programs for Republican science students, or scholarship programs to attract Republican students to scientific fields, seems laughable, if delightfully ironic.
Yet there is clearly something going on that is as yet barely acknowledged, let alone understood. As a first step, leaders of the scientific community should be willing to investigate and discuss the issue.