Belief, updated in the light of evidence.
References on probability, distributions, inference, and reasoning under doubt.
A 95% interval is a promise about the method, not about the number in front of you — illustrative.
A single graph on its own — the data does the arguing, with nothing around it to lean on — illustrative.