Cognitive Bias is absolutely a possibility. But, with that said, cognitive bias is one of several criticisms lodged against (and by) climatologists. The overwhelming majority of them stand by their support for the theory after these criticisms have been made and analyzed independently.
As such, I still support the theory.
The danger is calling the concept known as AGW a theory, it that it lacks
the key requirement of a scientific theory, falsifiability.
https://explorable.com/falsifiability
Falsifiability - RationalWiki
The vast range of the prediction, 1.5 to 4.5 C, for a doubling of CO2,
is so large as to be inclusive of practically any outcome except actual cooling.
The range may look small, but consider it is an amplification of the warming from doubling the CO2
level.
The direct response warming from doubling the CO2 level is placed by the IPCC at 1.2 C,
So to hit the limits of the range would require a gain factor of between .25 X, to 2.75 X.
(1.2 *.25=.3, 1.2+.3=1.5), (1.2 *2.75=3.3, 1.2+3.3=4.5).
That is a factor of 11 times, between the minimum and maximum levels.
So it is quite easy for anyone with any science background at all to agree with
say Nasa's comment on consensus.
http://climate.nasa.gov/scientific-consensus/
Climate-warming trends over the past century are very likely due to human activities.
Which could include anything from, "Yep, CO2 is a greenhouse gas" to "OMG we are all going to die!"