Today in our Data Science reading group @utrechtuniversity we talked about this paper by Jessica Hullman et al.: https://arxiv.org/abs/2203.06498v6
It's really great & well-written; as @daob mentioned in the meeting, an incredible amount of work went into Table 1, which compares pitfalls of the scientific process in the social psychology and machine learning fields: