You said that in intent and methodology they are like scientists. My point was that the use of random assignment and the experimental method makes them completely different from scientists. Experimentation using random assignment is a different beast than collection of extant or real world data. You may disagree but if you do I think you should read a bit more about the importance of these methodologies.