I have an ordinal score ranging from ( 1 to 5 ) called "Score"

I have another binary variable Human Response (Yes or No ) called "h_score"

I don't think i can do correlation study in this case as the h_score isn't numeric or ordinal and hence correlation doesn't make sense.

How do i analyze if there is difference in distribution of score across h_score ? Can I use chi square test ?