What does the coefficient table tell us about the relationship between gender and GPA in a bivariate linear regression?

Model Summary Adjusted R Std. Error of Model R R Square Square the Estimate 1 348a 121 117 79422 a. Predictors: (Constant), Gender ANOVA Sum of Model Squares df Mean Square F Sig. 1 Regression 18.551 1 18.551 29.409 <.0015 residual total a. dependent variable: gpa b. predictors: gender coefficientsa standardized unstandardized coefficients model b std. error beta t sig. .588 .108>