For me, a key shortcoming here is lumping "scientists" into a single category. First, how is "scientist" defined? Secondly, are there differences in trust level for physical, biological, soft science (e.g., sociology, psychology), historical (e.g., paleontology, anthropology), and geoscience (e.g., climatology)? Certainly my trust is quite different among those categories regarding both the science and the scientists.
Mandatory disclosure: I am a physical chemist and materials scientist.
Mandatory disclosure: I am a physical chemist and materials scientist.