please explain which one is correct and explain why the other answers are incorrect

The table below shows a partial one-way ANOVA table for the maximum time spent feeling alert after consuming 8 different brands of caffeinated milk. Given this information, the correct interpretation of the calculated F-statistic is: SS Of MS Between 200 Within ota 453 30 The F statistic is larger than the F critical; there is no evidence of a significant difference in the maximum time spent feeling alert after consuming different caffeinated drinks. No post hoc testing is required. The F statistic is larger than the F critical; there is evidence of a significant difference in the maximum time spent feeling alert after consuming different caffeinated drinks. Further post hoc testing is required to identify where these differences are. The F statistic is smaller than the F critical; there is no evidence of a significant difference in the maximum time spent feeling alert after consuming different caffeinated drinks. No post hoc testing is required. The F statistic is smaller than the F critical; there is evidence of a significant difference in the maximum time spent feeling alert after consuming different caffeinated drinks. Further post hoc testing is required to identify where these differences are