My system is overdetermined. Are there tools to find the culprit equation?

Okay, I have found the solution. The answer is to use

equations(prob.f.initializeprob.f.sys)

on the created ODEProblem resulting from the ODESystem. Notice the typo initializeprob versus initializationprob.