{"id":"W1980830928","doi":"10.1109/pacrim.2013.6625511","title":"STARI: A self tuning auto-monochord robotic instrument","year":2013,"lang":"en","type":"article","venue":"","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"String (physics); Usability; Computer science; Field (mathematics); Musical; Robotics; Robot; Human–computer interaction; Session (web analytics); Software engineering; Artificial intelligence; Visual arts; World Wide Web","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":[0.00009349758,0.00008275336,0.0001184071,0.00009833968,0.00009114509,0.00006669143,0.000451013,0.0000561503,0.00007371872],"category_scores_gemma":[0.00001367129,0.00006672094,0.00002162791,0.0002335973,0.00003067298,0.0003035016,0.0003228442,0.0001271127,0.0001978896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004289782,"about_ca_system_score_gemma":0.00002392346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002706527,"about_ca_topic_score_gemma":0.00009638463,"domain_scores_codex":[0.9992929,0.00001920495,0.0001381351,0.0002212002,0.0000881345,0.0002404929],"domain_scores_gemma":[0.9995675,0.00003364372,0.00002336475,0.0003227195,0.00002165138,0.00003108396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001107997,0.0001949197,0.03066968,0.00001691245,0.00006654627,0.00002438749,0.007935561,0.0001271056,0.000228774,0.7834589,0.007217478,0.1700586],"study_design_scores_gemma":[0.001029945,0.0002519455,0.1927045,0.00004301093,0.000008171124,0.00002717642,0.0009487995,0.6356933,0.0002304682,0.1494547,0.01893453,0.0006734522],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3713272,0.0001341908,0.5763619,0.009787559,0.00046337,0.0003313872,6.265932e-8,0.001195695,0.04039865],"genre_scores_gemma":[0.8961354,0.00001063104,0.102549,0.0004591384,0.000007855833,0.00003726269,1.030444e-7,0.000002236936,0.0007983663],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6355662,"threshold_uncertainty_score":0.2720801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01748386134537478,"score_gpt":0.2154305848169901,"score_spread":0.1979467234716153,"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."}}