{"id":"W7160961005","doi":"10.1121/10.0040300","title":"Inferring saxophone response from input impedance measurements","year":2025,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Music Media and Technology","funders":"","keywords":"Electrical impedance; Cork; Mechanical impedance; Input impedance; Impedance bridging; Focused Impedance Measurement; Harmonic","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005365254,0.0008699379,0.0005061359,0.001292938,0.0001842929,0.0008884756,0.0004515053,0.0008245921,0.004571195],"category_scores_gemma":[0.003744611,0.0002141941,0.0004186266,0.0007356696,0.0003104826,0.0007861456,0.0007274328,0.0005283892,0.002292519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002056126,"about_ca_system_score_gemma":0.0001837243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116737,"about_ca_topic_score_gemma":0.001579681,"domain_scores_codex":[0.9994285,0.00007746159,0.00003272232,0.0001308672,0.0002567891,0.00007366792],"domain_scores_gemma":[0.9991773,0.0003865115,0.00007995414,0.00007719613,0.000223495,0.00005567594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001050748,0.0001476963,0.03788492,0.0009569073,0.00009636341,0.0007563994,0.0004560413,0.005723133,0.8252595,0.0003792556,0.0009527413,0.1263362],"study_design_scores_gemma":[0.0001400331,0.001384055,0.421067,0.000294601,0.0002865333,0.001923794,0.001056616,0.09093083,0.4711622,0.002210193,0.009359987,0.0001842436],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8139278,0.0006855413,0.1724832,0.0001353981,0.0001029049,0.0002326432,0.002558915,0.00171556,0.008157971],"genre_scores_gemma":[0.9651372,0.0005558675,0.03029041,0.0001023528,0.00002871161,0.00009522722,0.001382509,0.0001676424,0.002239977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004571195,"threshold_uncertainty_score":0.01529217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091812092467897,"score_gpt":0.2672759975373684,"score_spread":0.2463578766126894,"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."}}