{"id":"W7047382729","doi":"","title":"Evaluation of Corn Distillers Solubles (CDS) for Potential use as Plant-Based Proteins and Bioactive Peptides","year":2022,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrolysate; Papain; Enzymatic hydrolysis; Hydrolysis; Trypsin; Enzyme; Antioxidant; Fraction (chemistry); Tripeptide","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003605385,0.0001526791,0.0002372597,0.0001392053,0.0001819728,0.00001176257,0.0001892818,0.0001068472,0.00008648029],"category_scores_gemma":[0.00003071707,0.0001624025,0.0001265792,0.00009530048,0.00006329906,0.0001187674,0.00002899323,0.0001260721,9.702845e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008077497,"about_ca_system_score_gemma":0.0001189987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001628119,"about_ca_topic_score_gemma":0.000966834,"domain_scores_codex":[0.9992645,0.00005538262,0.0001081764,0.0001611361,0.0002800335,0.0001308043],"domain_scores_gemma":[0.9993234,0.00010602,0.0001738011,0.0001545908,0.0002119988,0.00003024295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001794608,0.00008230277,0.00001395177,0.001092389,0.0006971916,0.000005054128,0.009209057,0.03947963,0.9440466,0.00009885672,0.001171943,0.00230846],"study_design_scores_gemma":[0.007330585,0.001175896,0.02440912,0.0006530677,0.007687177,0.00001693668,0.1611809,0.6512707,0.1409564,0.001612941,0.002220641,0.001485562],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961042,0.0004044457,0.000924659,0.00001954223,0.0001984314,0.001209715,0.0009406633,0.00003643273,0.0001618706],"genre_scores_gemma":[0.9976541,0.0001410758,0.000347712,0.000001951182,0.00001748573,0.000006486734,0.001453746,0.00002354765,0.0003539356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8030902,"threshold_uncertainty_score":0.662258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02319410251740854,"score_gpt":0.2294239458915049,"score_spread":0.2062298433740963,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}