A preferred circular model consistently misses reliable measurements, while an elliptical model predicts them better. What is the stronger scientific response?

Answer & explanation

Reassess the model against reliable measurements.

Elegance can guide inquiry but cannot replace testing. A persistent mismatch is evidence to examine, including possible measurement errors and model assumptions. Better fit supports a revision without making it beyond future scrutiny.