{"id":"W4402346788","doi":"10.22501/koncon.1926772","title":"Composing Situation: An approach for understanding and repeating a musical practice","year":2023,"lang":"en","type":"article","venue":"","topic":"Diverse Music Education Insights","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Musical; Computer science; Cognitive science; Psychology; Art; Visual arts","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01163656,0.001361956,0.0009411165,0.006730483,0.01719929,0.0202753,0.005035232,0.004553556,0.00668086],"category_scores_gemma":[0.01455279,0.0007914323,0.001496123,0.004124991,0.05524207,0.02100549,0.0112674,0.006272265,0.0009507463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01232562,"about_ca_system_score_gemma":0.01003975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0222795,"about_ca_topic_score_gemma":0.02710678,"domain_scores_codex":[0.986181,0.01037469,0.0003620388,0.00144486,0.0009237183,0.0007136883],"domain_scores_gemma":[0.9922799,0.004680825,0.0007315722,0.0009391042,0.0007361192,0.0006324586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001868733,0.00003198368,0.001050466,0.00008981644,0.000008363167,0.0004944041,0.7524706,0.0001866217,0.0004262674,0.2363984,0.0006792088,0.008145028],"study_design_scores_gemma":[0.00001207237,0.00004170619,0.001211746,0.0003869984,0.00002886651,0.0005985848,0.7755759,0.001151608,0.0004343821,0.1332207,0.08729514,0.00004233195],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1867562,0.003489063,0.3674283,0.02217289,0.000775538,0.001347031,0.0002965006,0.0004844476,0.41725],"genre_scores_gemma":[0.8776294,0.001484648,0.09993229,0.001241046,0.0001306683,0.0008449545,0.0001861733,0.0002540347,0.01829681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0222795,"threshold_uncertainty_score":0.08942902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2982577158340121,"score_gpt":0.3281049413593715,"score_spread":0.02984722552535934,"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."}}