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An appeal to probability is the logical fallacy of taking something for granted because it would probably be the case. Inductive arguments lack deductive validity and must therefore be asserted or denied in the premises. A mere possibility does not correlate with a probability, and a mere probability does not correlate to a certainty, nor is just any probability that something happened or will happen sufficient to qualify as knowing that it did or will happen.
The fallacy could be understood as confusing likelihood with certainty. E.g., For some event X, If Pr > 0 then Pr = 1. Using probabilistic arguments are not in and of themselves fallacious but concluding the conclusion follows logically rather than probabilistically is. When a probabilistic argument is made one must generally make it well understood that the argument itself is probabilistic based and hence the conclusion is probabilistic. Probabilistic arguments are generally transitive in nature and one must be careful when mixing logical and probabilistic arguments as to not to conclude something is logically true from a probabilistic argument.