{"id":"W4239461762","doi":"10.1016/s0022-5223(09)00731-4","title":"Notices","year":2009,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"Edwards Lifesciences; Thoracic Surgery Foundation for Research and Education","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001224665,0.0000681594,0.0002630585,0.0001232513,0.00003185701,0.00003288639,0.00003649575,0.00004236566,0.000332334],"category_scores_gemma":[0.00004565751,0.00005849223,0.0004377049,0.00006924055,0.00001232606,0.0001983359,0.000002611186,0.0001049677,0.00005970797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001595034,"about_ca_system_score_gemma":0.00001237804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.452068e-8,"about_ca_topic_score_gemma":9.409035e-8,"domain_scores_codex":[0.9993072,0.00005921551,0.0002249431,0.00004705544,0.000275376,0.00008617],"domain_scores_gemma":[0.9996882,0.00004127384,0.00003888091,0.0001010758,0.00006411495,0.00006642755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001395059,0.00001133752,0.0003369164,0.00004552458,0.0003702358,0.00004481351,0.0002223904,0.02418496,0.0004916355,0.000001924023,0.02335289,0.9509234],"study_design_scores_gemma":[0.0005840022,0.0001710464,0.3895057,0.0005518695,0.001670762,0.001394271,0.0008861413,0.01360356,0.002836003,0.001055836,0.5866642,0.001076543],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973112,0.01688694,0.007254021,0.00006459921,0.001000393,0.00002800366,4.400371e-7,0.00004152282,0.001612012],"genre_scores_gemma":[0.9971859,0.001832224,0.0002056248,0.0000494318,0.0006771682,2.552195e-7,5.627676e-7,0.000006863108,0.00004190682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9498469,"threshold_uncertainty_score":0.3638825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02390396047299076,"score_gpt":0.2646871945141837,"score_spread":0.2407832340411929,"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."}}