Introduction Split decisions represent one of the most intricate elements of sports competitions, impacting the outcomes of events across various disciplines. Defined as a situation where judges or referees cannot reach a unanimous agreement on the winner of a match, split decisions can ignite passionate debates among fans and experts alike. Their relevance has escalated