{"id":"W4391443821","doi":"10.31234/osf.io/txy2f","title":"Rhythmic Qualities of Jazz Improvisation Predict Performer Identity and Style in Source-Separated Audio Recordings","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Improvisation; Jazz; Rhythm; Style (visual arts); Performing arts; Identity (music); Art; Communication; Visual arts; Psychology; Linguistics; Aesthetics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009626637,0.0002072885,0.0004038244,0.0003596709,0.00007705962,0.0001351359,0.0004316517,0.0003398834,0.00002820822],"category_scores_gemma":[0.00009493017,0.0001818341,0.0000712269,0.0002688828,0.0001904114,0.0002562453,0.002544423,0.0006209679,0.00001456815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007620225,"about_ca_system_score_gemma":0.0001240459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001223869,"about_ca_topic_score_gemma":0.0006718975,"domain_scores_codex":[0.9984625,0.00008041933,0.0004633638,0.0005613361,0.0002031035,0.0002292674],"domain_scores_gemma":[0.9991906,0.00008496959,0.0001686368,0.0004484657,0.00007982351,0.00002752413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009751977,0.0002918675,0.04996777,0.007201426,0.001174589,0.00005495902,0.1669822,0.0004833604,0.0009470573,0.5189043,0.02271783,0.2311771],"study_design_scores_gemma":[0.001219342,0.0005587274,0.0703739,0.001306185,0.0001444351,0.00005960615,0.00717108,0.2360514,0.001420862,0.6740699,0.00605759,0.001566964],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431421,0.000808697,0.0504885,0.0007847935,0.0007188105,0.0003025251,0.000009141982,0.0002832442,0.003462198],"genre_scores_gemma":[0.993285,0.0001952627,0.002425093,0.00006015843,0.00004212923,0.00006047706,0.000004432106,0.000008177194,0.003919279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.235568,"threshold_uncertainty_score":0.7414979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310050349680777,"score_gpt":0.2786677101045925,"score_spread":0.2555672066077848,"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."}}