I'm not sure I understand what you mean about contradictions in the evidence. There is some variation in the interpretation of how bad global warming is, and how quickly climate change will happen in the future.
But anytime you can get hundreds of scientists to agree, with a 90% degree of certainty, on anything, to me that shows that any contradictions are very minor.