{"id":"W2150872731","doi":"10.1121/1.4933922","title":"Playability of a bowed string physical model including finite-width thermal friction and hair dynamics","year":2015,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Bowing; String (physics); Physics; Helmholtz free energy; Admittance parameters; Point (geometry); Computer science; Mechanics; Acoustics; Geometry; Voltage; Theoretical physics; Mathematics","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":[0.0007322807,0.00009126425,0.0002722743,0.0000181576,0.000204642,0.00001022233,0.0006868039,0.00006210316,4.780587e-7],"category_scores_gemma":[0.0003511066,0.00004850067,0.0001661838,0.0002296059,0.0007097588,0.0001300063,0.0005477124,0.0003975683,1.992867e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008157442,"about_ca_system_score_gemma":0.0001145236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001083549,"about_ca_topic_score_gemma":0.000003773961,"domain_scores_codex":[0.9990715,0.00009761615,0.0002703204,0.00008395988,0.0003176445,0.0001589373],"domain_scores_gemma":[0.9986278,0.0005324914,0.0003278329,0.0002702324,0.0001820122,0.00005960618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004351023,0.00110107,0.008552262,0.0001711552,0.001111408,0.000002678906,0.07913361,0.7778043,0.01498959,0.007305569,0.006027339,0.1033659],"study_design_scores_gemma":[0.0002107241,0.0001554006,0.001628925,0.00002017245,0.00005844262,0.000007789155,0.001283789,0.9737534,0.0001735351,0.02264447,0.0000135437,0.00004979693],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3717301,0.00006693815,0.6253846,0.002631448,0.00006503145,0.00004069107,0.000002273168,0.000009544266,0.00006932648],"genre_scores_gemma":[0.9557452,0.00004515511,0.04397777,0.0001849081,0.00003617259,4.514291e-7,4.833031e-8,0.00000327123,0.000007005521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5840151,"threshold_uncertainty_score":0.2615136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836847687550581,"score_gpt":0.26187754750818,"score_spread":0.2335090706326742,"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."}}