Once ML guided design was completed, individual copolymer backbones and copolymer conjugates were further inspected for interesting structural characteristics. Table contains a summary of BSA, EPO-SCNPs from the random screen, and a ML predicted EPO-SCNP with design features (DP, valence, molecular weight, and HLB). Other quantities included were those obtained by a combination of SAXS and DLS (Rg, Rh, Rg/Rh, and Porod exponent). BSA, widely used as a model compact and ordered protein, is presented alongside other copolymer conjugates that displayed evidence of compactness from the random screen (EPO119, EPO163, EPO166, and EPO172). We have also included the ML predicted compact EPO-SCNP (ML EPO24).