The Treewalker module calculates exact percentage probabilities from Gemini's Vertex logprobs by exponentiating the raw log-probability values for both chosen tokens and their top five alternatives. When any competing candidate exceeds the user's set confidence threshold, the engine constructs targeted completion prompts along that branch to discover hidden associations lurking beneath the primary generation path.