Why around 3 degrees is still likely

I see that in the pre-Christmas rush, I overlooked the significance of a recent paper that showed why it was very likely that the "observational constraint" based studies (like the work of Nic Lewis) that had recently been suggesting that climate sensitivity was as low as 1.3 or 1.5 degrees are biased too low.

The explanation is at two posts at Real Climate.