Sorted it, thanks to this: https://github.com/Semantic-Org/Semantic-UI-React/issues/114...

  import 'semantic-ui-css';

should have been

  import 'semantic-ui-css/semantic.min.css';

Documentation of how to actually import and use the CSS would be nice...might be obvious to the creators, but not to hardheads like myself.