... Argumentation has come to be recognized as a key component of science instruction (Driver, Newton, & Osborne, 2000;Duschl & Osborne, 2002;Ford, 2012;Jiménez-Aleixandre, Rodríguez, & Duschl, 2000;Sandoval, 2014), as well as in education in other disciplinary fields (Felton, Crowell, & Liu, 2015;Nussbaum, 2008;Wiley & Voss, 1999;Wissinger & De La Paz, 2016;Wolfe, 2011). The increasing focus on argumentation as a core higher-order cognitive skill across the curriculum has led to investigations of how students understand and use evidence as a crucial component of argumentation (Duncan, Chinn, & Barzilai, 2018;Iordanou & Constantinou, 2015;Kelly & Takao, 2002;Iordanou, Kuhn, Matos, Shi, & Hemberger, 2019;Kuhn & Moore, 2015;Macagno, 2016;Manz & Renga, 2017;McNeill & Berland, 2016;Rinehart, Duncan, & Chinn, 2014;Sandoval & Millwood, 2005;Villarroel, Felton, & Garcia-Mila, 2016). ...