“…Besides research on OA finders, studies on the effect of disciplines on OA rates are also relevant, because they can affect how many documents Unpaywall can realistically detect. In terms of the disciplines covered in the current study, recent research has broadly concluded that medicine has high rates of OA, followed by social sciences, and lastly art and humanities (Archambault, Amyot, Deschamps, Nicol, Provencher, Rebout, & Roberge, 2014;Bosman & Kramer, 2018;Martín-Martín, Costas, van Leeuwen, & López-Cózar, 2018;Piwowar, et al, 2018). OA research either placed education in the social sciences field or did not focus on the discipline.…”