{"id":"W3160894258","doi":"10.31234/osf.io/xev3w","title":"Improvisation: A novel tool to study musicality","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Social Sciences and Humanities Research Council; International Laboratory for Brain, Music and Sound Research; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Musicality; Tonality; Improvisation; Melody; Musical; Cognitive psychology; Psychology; Natural (archaeology); Cognitive science; History; Art; Visual arts","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":[0.0003233163,0.000219061,0.0002929209,0.0008092325,0.00026441,0.0006075584,0.0004570716,0.0004551358,0.001915104],"category_scores_gemma":[0.002348837,0.0001687055,0.0001464102,0.0005563704,0.000745404,0.0007686668,0.0009076941,0.0005173062,0.0004562776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001416279,"about_ca_system_score_gemma":0.0001666758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003238351,"about_ca_topic_score_gemma":0.0007533801,"domain_scores_codex":[0.9997012,0.00007085643,0.00001597512,0.0001131528,0.00007442507,0.00002427833],"domain_scores_gemma":[0.9988101,0.0006158059,0.0002193859,0.0001706848,0.00006995796,0.0001139685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007204972,0.0001600144,0.04272538,0.0003352207,0.0001131089,0.0006037495,0.002399924,0.00195531,0.6239754,0.01094664,0.0009502712,0.3151145],"study_design_scores_gemma":[0.0001582319,0.002163895,0.4908857,0.0001356704,0.0001668978,0.01643098,0.002646493,0.1337863,0.2711291,0.04888357,0.03333349,0.0002796663],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6576657,0.0006307403,0.3348946,0.0001712756,0.00004825719,0.0001179913,0.000580263,0.0007674695,0.005123661],"genre_scores_gemma":[0.763102,0.0002518317,0.2337992,0.00007231307,0.00003402368,0.0001277005,0.0004210717,0.0001160263,0.002075797],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001915104,"threshold_uncertainty_score":0.006406665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184965739313853,"score_gpt":0.3476412404834058,"score_spread":0.2291446665520204,"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."}}