Hi Umpftata, thank you again for testing!
Currently, this is not a bug since score is incremental. In other words, whether you win or lose, the score will remain so as to ensure that you can provide feedback on a certain number of games played. At the moment there is no other way to reset the score than to reload the game from the beginning. This could be one of the next improvements.
Thank you again!