{"id":"W3011576831","doi":"10.1038/s41587-020-0477-4","title":"Publisher Correction: MEMOTE for standardized genome-scale metabolic model testing","year":2020,"lang":"en","type":"article","venue":"Nature Biotechnology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Center for Advancing Translational Sciences; Novo Nordisk Fonden","keywords":"Computational biology; Scale (ratio); Computer science; Biology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004655035,0.00195253,0.001839512,0.005064732,0.003069253,0.005700151,0.00445192,0.006288153,0.1625417],"category_scores_gemma":[0.06011725,0.001279517,0.00229754,0.004608981,0.001897062,0.003831539,0.003544037,0.009754538,0.09200019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003274249,"about_ca_system_score_gemma":0.006232437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01035494,"about_ca_topic_score_gemma":0.01431057,"domain_scores_codex":[0.9945266,0.0008045183,0.0006955545,0.0006734499,0.002898426,0.0004013709],"domain_scores_gemma":[0.968764,0.006482461,0.001297923,0.005284864,0.01683848,0.001332275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003470583,0.000007927916,0.00004726641,0.0001141827,0.00001181351,0.0001088096,0.0000202861,0.0001080619,0.000178069,0.002537807,0.9888557,0.00797538],"study_design_scores_gemma":[0.00002088308,0.00001313425,0.0002274144,0.0001392654,0.00002040088,0.0001695282,0.00003023798,0.0003274181,0.0005844724,0.002470227,0.9959706,0.00002656581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0004382146,0.00110626,0.007121549,0.03363188,0.9287721,0.00006611516,0.00710986,0.003731957,0.01802219],"genre_scores_gemma":[0.02898819,0.007653651,0.04159768,0.04983919,0.1358434,0.0006673704,0.02501965,0.01738433,0.6930065],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1625417,"threshold_uncertainty_score":0.5437561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012041818846418,"score_gpt":0.227062264665017,"score_spread":0.2169418464765528,"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."}}