Social scientists try very hard to capitalize on the epistemological clout associated with the word "science", epistemological clout derived mostly from the successes of physics, chemistry, and biology in the industrial/medical/policy arena.

The "not science" squabbles are an inevitable result of physics/chemistry/biology not wanting their brand diluted, and the social sciences wanting to, IMO, inflate the value of their own brand.