"Suppose" is used as a verb, whose past tense is "supposed".
"Supposed" is used as an adjective.
There are two reasons for confusion between the two: First, the past tense of the verb is spelled the same as the adjective.
Also, since the adjective is often followed with the word "to", it creates the correct pronunciation (suppose to) instead if the correct spelling (supposed to).