The article discusses the importance of effective explanations in science education as high-leverage teaching practices that enhance student learning. It highlights the need for a structured framework for assessing pre-service teachers' explanatory skills, detailing a rubric that organizes key elements of effective explanations. The findings indicate strengths in using examples and visuals, while also identifying challenges in utilizing analogies and addressing misconceptions.