Discusses different views and understandings of science assessment among stakeholders (policy makers, psychometricians, school administrators, parents, teachers, and students). Looks at science testing and assessment from the 1950s to the late 1990s. Considers high stakes testing. Argues that more authentic and appropriate forms of assessment, outlined in the National Science Education Standards, should gain acceptance by teachers and the public. (SR)