I'm also in the same field and I find Slack (really chat in general) to be highly distracting. The problem isn't in chat itself, it's that people use it to post non-work related things, gifs, large scale notifications that should really only be sent to one person as a private message, etc. With email, I can filter these things out much easier. But I'm expected to be available on Slack during working hours.