It's not a 'rationalization'... it's an explanation. CO2 is the largest known climate forcing but it's not the only one. The idea that increasing CO2 concentration in the atmosphere wouldn't cause significant warming is absurd. The physics is clear CO2 doesn't block incoming energy but does block outgoing energy. Further... the amount of thermal energy increase (mostly in the oceans) matches very closely to what would be expected.