Factorial ANOVA

#1
I am working on a 2x2 ANOVA about the effect of gender and major on grad school interest. I have found that there is a significant statistical interaction effect and main effects for both gender and major. How do I now make sure the main effects aren't "phantom" effects? I think I am supposed to complete a couple t tests-should they be dependent or independent t-tests? Thank you.