A recent Oxford white paper proposes mechanism modelling as a method to determine when results of policy evaluations should be scaled or adapted to other contexts. This is an compelling contribution to ongoing debates about external validity of RCTs, more importantly, it's a simple and useful tool for thinking about when and how civic tech programs work across different contexts.