To tell all the cool kids you are using it. (Ok, I know there are real use cases for Docker, but I see a lot of hype as well. People telling my mathematician friend that she needs to use docker at the start of her project - it is likely to be a one off graph she needs to produce for a research paper).
There is a big push for reproducibility in science. If you friend can package the process for building that graph in a Dockerfile, it is more likely that readers of her paper will be able to reproduce her results.
Reproducibility is a big push.... but not like you are suggesting. Shipping a dockerfile is the equivalent of saying "This works, if you use this flask, this pipette, this GCMS and this piece of litmus paper"
Docker is not the only solution to problems. It solves some, but you can't tack it on to everything.