{"id":"W2581120365","doi":"10.1525/mp.2017.34.3.327","title":"Global Music Recordings Support the Motor Constraint Hypothesis for Human and Avian Song Contour","year":2017,"lang":"en","type":"article","venue":"Music Perception An Interdisciplinary Journal","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Melody; Ethnomusicology; Singing; Problem of universals; Constraint (computer-aided design); Musical; Psychology; Parallels; Pitch contour; Music theory; Cognitive psychology; Linguistics; Communication; Art; Literature; Artificial intelligence; Computer science; Mathematics; Acoustics; Philosophy","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":[0.000523165,0.0002555531,0.0002410073,0.0009011325,0.0003771903,0.0007220343,0.0001863423,0.0002857718,0.003639144],"category_scores_gemma":[0.00343164,0.0001511599,0.0001696667,0.0006970313,0.001082651,0.0006153058,0.0008557294,0.0002452818,0.0004349256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001647734,"about_ca_system_score_gemma":0.00012628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002049897,"about_ca_topic_score_gemma":0.004377801,"domain_scores_codex":[0.9994515,0.00005861088,0.00004470018,0.0003116717,0.0001021325,0.00003147124],"domain_scores_gemma":[0.9983199,0.0005010366,0.0005037407,0.0002733569,0.0002624364,0.000139532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001246512,0.00005350102,0.5945543,0.0005030207,0.0004780645,0.0004710882,0.008554113,0.0008650353,0.2491305,0.002267319,0.0009842414,0.1408924],"study_design_scores_gemma":[0.000004473274,0.00004779622,0.9964753,0.0000106508,0.00001438535,0.0002876892,0.0005911661,0.0003533505,0.001189274,0.0004668116,0.0005490464,0.0000101197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817981,0.000496866,0.008226167,0.00008202148,0.00001788928,0.00002158724,0.0004957403,0.00004542158,0.008816182],"genre_scores_gemma":[0.9968405,0.0001065321,0.002094429,0.00004046734,0.00001367207,0.00001323637,0.0004116534,0.00003056617,0.000448947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003639144,"threshold_uncertainty_score":0.01217413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1074571851498588,"score_gpt":0.3642905457973357,"score_spread":0.256833360647477,"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."}}