The Engineering of AI Evaluation and Scoring: Overview and Insights. - Henri Sohier; Jean-Philippe Faure; Sebastian Hallensleben; Philippe Streiff; Stephen Creff; Emilie Hien; Juliette Mattioli; Serkan Odabas; Romane Vernhes (SysCon, 2025)