Whokaryote uses a random forest classifier that uses gene-structure based features and optionally Tiara predictions to predict whether a contig is from a eukaryote or from a prokaryote. You can use Whokaryote to determine which contigs need eukaryotic gene prediction and which need prokaryotic gene prediction.