Use when targeting International Conference on Automated Machine Learning (AutoML Conference) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for automated ML.