{"id":"W4396746996","doi":"10.3138/canlivj-2024-0013","title":"MAESTRO finally plays the music","year":2024,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; McMaster University; William Osler Health System","funders":"","keywords":"Computer science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000925742,0.0007841816,0.0005368426,0.001578744,0.007189121,0.004909439,0.0007768361,0.001590155,0.1272111],"category_scores_gemma":[0.002525637,0.0003002291,0.0007249266,0.0004947855,0.002381088,0.002058992,0.002472319,0.00324361,0.0316433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002504812,"about_ca_system_score_gemma":0.002657273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03048186,"about_ca_topic_score_gemma":0.1229381,"domain_scores_codex":[0.9992895,0.00008751504,0.00001704191,0.0001072193,0.0002720519,0.0002266589],"domain_scores_gemma":[0.9993951,0.00007239479,0.00002187609,0.00005926287,0.0001770611,0.000274276],"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":[0.0004084215,0.00007185381,0.002376743,0.0001663218,0.00003606307,0.001262255,0.01162596,0.0001315929,0.002602021,0.1580388,0.6575969,0.165683],"study_design_scores_gemma":[0.000006026412,0.00003159108,0.0006937672,0.00007477455,0.000004935459,0.0001996509,0.003121291,0.00003006733,0.0003375431,0.001588621,0.9939017,0.00001015052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01082846,0.002109673,0.002062061,0.01527463,0.01233041,0.00004909724,0.0002252429,0.0005754703,0.956545],"genre_scores_gemma":[0.0463236,0.0007833943,0.001376822,0.001780752,0.0009001332,0.00001700844,0.0001023697,0.0005133945,0.9482026],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1272111,"threshold_uncertainty_score":0.4255636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758876763165248,"score_gpt":0.1933762616213744,"score_spread":0.1657874939897219,"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."}}