Modeling has a strong focus in current science learning frameworks as a critical skill for students to learn. However, understanding students' scientific models and their modeling practices at scale is a difficult task that has not been taken up by the research literature. The complex variables involved in classroom learning, such as teacher differences, increase the difficulty of understanding this problem. This work begins with an exploration of the methods used to explore students' scientific modeling in the le…