Science is a collaborative process that occurs between humans that already have a specific shared language to discuss their problem domain. Research papers use deliberately chosen language. This transmission is expert to expert. Inserting a generic statistical model between two experts can only have negative effects. It might be useful for a casual observer who wants an overview, but this is what the abstract already is!.

Asking for a pipeline described in a paper to be run over a new set of inputs is not a tool for a casual observer. I’m not sure what benefit making someone build that themselves would have for people with expertise in the field but not coding.