{"id":"W4224305565","doi":"10.1525/mp.2022.39.4.341","title":"Song Imitation in Congenital Amusia","year":2022,"lang":"en","type":"article","venue":"Music Perception An Interdisciplinary Journal","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Psychology; Lyrics; Imitation; Audiology; Perception; Pitch (Music); Syllable; Pitch perception; Timbre; Cognitive psychology; Speech recognition; Musical; Neuroscience; Acoustics; Computer science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007569572,0.0002045637,0.0001765025,0.0006564323,0.002010691,0.0002479071,0.0005553091,0.00003901004,0.006917349],"category_scores_gemma":[0.00006657883,0.000210076,0.0001410419,0.000631085,0.0001870261,0.001602954,0.0006398418,0.0009301586,0.0001304922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005343452,"about_ca_system_score_gemma":0.0001221468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007653116,"about_ca_topic_score_gemma":0.00005925002,"domain_scores_codex":[0.99707,0.0006277866,0.0004992875,0.0005966622,0.0007377438,0.0004685488],"domain_scores_gemma":[0.9992062,0.00004336458,0.0001852415,0.0002716721,0.00003331438,0.0002601399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000359443,0.0004635132,0.0005218547,0.000004157893,0.000001273964,0.0004308387,0.02068395,0.002388988,0.9495782,0.000168035,0.002759138,0.0226406],"study_design_scores_gemma":[0.00366792,0.003969782,0.8172455,0.00007582704,0.00004131292,0.01178071,0.08510659,0.05768171,0.0007335719,0.01162349,0.006586034,0.001487528],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929999,0.000003461575,0.0006841306,0.001059855,0.002324232,0.000219544,0.00001723613,0.00007898785,0.002612705],"genre_scores_gemma":[0.9964735,0.00001537511,0.0001210124,0.002376826,0.0004159446,0.00005829753,0.00001311488,0.00002837486,0.0004975926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9488447,"threshold_uncertainty_score":0.9992886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06502928846057734,"score_gpt":0.3423078465623679,"score_spread":0.2772785581017906,"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."}}