Setting up real experiments in a lab is super hard e.g. is all equipment properly calibrated, is the way I am measuring actually right, are my reference measurements correct, are my samples "clean". A lot of things can go wrong that it is even sometimes challenging to replicate experiments that are 100% known to work. So, it takes some discipline to not cheat in the sense that e.g. one cleans up the data a bit too much.