Summarizes teacher effectiveness literature and explores teaching-as-science and teaching-as-art, attempting to choose the best metaphor to describe the profession. The science-process metaphor has a better chance for improving teaching, though becoming a classroom scientist or researcher may be a difficult and lengthy process. Includes 24 footnotes. (MLH)