Making assumption in scientific papers

I would like to know if assumptions are accepted among the scientific community. especially in the field of theoretical computer science.

To be more specific, is it OK to say something like: "The behavior X might be explained by ..." when you are not 100% sure that it is the correct explanation, or you are not able to explain it mathematically/statistically.