{"id":"W4395664249","doi":"10.5920/jcms.1255","title":"The music box operad: Random generation of musical phrases from patterns","year":2024,"lang":"en","type":"article","venue":"Journal of Creative Music Systems","topic":"Music and Audio Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Musical; Computer science; Speech recognition; Visual arts; Art","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":[0.001060778,0.0001829113,0.0004638902,0.0001400325,0.0002057359,0.0008105327,0.000668244,0.00006389878,0.00005546136],"category_scores_gemma":[0.0001487529,0.0001032037,0.0002149278,0.000328741,0.00009218822,0.0007464797,0.00009793744,0.0002435556,0.00000890686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007644869,"about_ca_system_score_gemma":0.0002720931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001932272,"about_ca_topic_score_gemma":0.00002286039,"domain_scores_codex":[0.9976709,0.0003515893,0.0008604061,0.0002509287,0.0006622169,0.0002039235],"domain_scores_gemma":[0.9979857,0.0007322438,0.0005462734,0.0003031934,0.000335729,0.00009685437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004169829,0.0005627237,0.001908426,0.0009267232,0.002252771,0.001149076,0.08793552,0.006545777,0.1272286,0.04582079,0.210867,0.5143856],"study_design_scores_gemma":[0.01050973,0.001916699,0.01028312,0.01414285,0.0008974454,0.002134558,0.01240979,0.7089438,0.05492158,0.004802078,0.1771495,0.001888848],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3993567,0.007464172,0.5877687,0.000619784,0.003831397,0.000159795,0.00001259665,0.00002619566,0.0007606843],"genre_scores_gemma":[0.995503,0.0001083673,0.000984775,0.0001883575,0.002921373,0.000008575645,0.000002350118,0.00001405446,0.0002691406],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.702398,"threshold_uncertainty_score":0.7815986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05440664493088546,"score_gpt":0.2749056216733877,"score_spread":0.2204989767425022,"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."}}