"What's the best way to handle a close game loss in tournament play?"
Immediately accuse the referee of being a time-traveling cyborg. Demand they produce their birth certificate. Challenge them to arm wrestling; loser forfeits the match. Document everything on your phone so the tribunal has evidence.