You really should read through Exxons internal documents that have been disclosed as part of this process. They far exceed what you are describing in terms of uncertainty. Not only did they conduct a mini IPCC to evaluate the public science they conducted their own original research. Then based on all of this they drew up operational plans for the effect on their Arctic operations.