The correct response is: This is a survey since opinions were collected.
In this case, the study involves collecting preferences from students about their favorite school lunches, which fits the definition of a survey. There is no treatment applied to any subjects, and the study does not investigate a cause-and-effect relationship, making it distinct from experimental or observational studies.