feat: input scaling of default_gp()

[sumny]

• [ ] docu (mostly PipeOpScaleInput)
• [ ] tests
• [ ] custom scale pipeop instead of colapply which is not efficient
• [ ] see where we use mlr3pipelines and drop :: etc because we now import it

[sumny]

needs more internal discussion