For a 2×4 cross-classification of gender and religiosity

(very, moderately, slightly, not at all) for recent GSS data, the standardized residual was 3.2 for females who are very religious, −3.2 for males who are very religious,

−3.5 for females who are not at all religious, and 3.5 for males who are not at all religious. All other standardized residuals fell between −1.1 and 1.1.

Interpret.