Preservice elementary teachers need to be able to engage young students in science practices but may not have extensive experiences with those practices. They also may have contrasting beliefs about them, which inform their teaching practice. To understand preservice teachers' beliefs related to science practices, we focus on the connections they made between the practices and teaching and learning. We followed nine participants from a physics content course, into a science methods course, and through their student teaching, collecting data including interviews, reflections, and lesson plans. We used our analyses of interviews and reflections to identify participants' "professed beliefs," and of lesson plans to identify "intended beliefs"; from the analysis, we developed a description of teaching and learning beliefs such as "Autonomy & Curiosity" and "Develop Scientific Skills." The professed and intended beliefs of the participants formed connected clusters. We also found cases where these beliefs conflicted conceptually (e.g., when deciding to include many or fewer practices in each lesson or if the science practices are unique to science or can be applied generally). Our findings suggest that teacher educators need to be aware of more than just the professed beliefs of their preservice teachers. They should look for evidence of these beliefs in preservice teachers' intentions as well.