The high 96% implied probability for an outright winner in the first round of the GA-02 House election stems primarily from the district's lack of competitiveness and incumbent Sanford Bishop's unopposed Democratic primary path. Georgia's majority-vote rule triggers a December runoff only if no candidate exceeds 50%, yet historical margins and the absence of viable Republican challengers make a split outcome improbable by November 3. Primary results and filing data confirm minimal opposition, aligning trader consensus with base rates for safe seats. Late developments such as an unexpected strong independent entry or major scandal could still force a runoff, though current conditions show no such catalysts.