I was originally going to list examples of bad industry-focused science in the original post, but decided against it, since I didn't want to offend anyone. Your username is "gradstudent", suggesting you have read a few papers. My bet is that you've read papers where you scratch your head and say, "is that really how things work?" I read lots and lots of those papers - usually they don't end up getting published.