Papers invited for an open panel on critical metascience at the 2026 meeting of the European Association for the Study of Science and Technology. Many current users of metascience approaches are more interested in questions of speed, with innovation seen as an end in itself, than in questions of direction (see Fortunato et al (2018) for example. We think new approaches to, for example, scientometrics and topic modelling can be used to open up emerging science and innovation to scrutiny.