{"id":"W2024807760","doi":"10.1121/1.4786614","title":"Real-time measurement/viewing of vocal-tract influence during wind instrument performance","year":2006,"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; Centre for Interdisciplinary Research in Music Media and Technology","funders":"","keywords":"Acoustics; Vocal tract; Observer (physics); Computer science; Mechanism (biology); Upstream (networking); Physics; Telecommunications","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":[0.0004432121,0.0003059265,0.0003211706,0.0006153904,0.0002789318,0.0007343497,0.0004593847,0.0005617991,0.005866384],"category_scores_gemma":[0.001841419,0.0002219666,0.0001914273,0.0002839578,0.0005526067,0.0004937628,0.0007347462,0.0005449096,0.0009774882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002153416,"about_ca_system_score_gemma":0.0002278796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007886416,"about_ca_topic_score_gemma":0.001287949,"domain_scores_codex":[0.9995663,0.0000985211,0.00001637546,0.00009407425,0.0001664052,0.00005840835],"domain_scores_gemma":[0.9993387,0.0002668129,0.00009714801,0.00005259729,0.0001209137,0.0001238386],"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":[0.001098114,0.0001043198,0.009204319,0.000226956,0.00002291057,0.000292744,0.001672092,0.0003394904,0.9439576,0.0003099506,0.0004679897,0.04230347],"study_design_scores_gemma":[0.0001675091,0.003055607,0.5227293,0.000108532,0.0001396397,0.002361004,0.001895344,0.010378,0.4500436,0.0007193916,0.008211124,0.0001909038],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648888,0.0003302707,0.02582802,0.00008889505,0.00006903552,0.0001777242,0.0005904234,0.0003954632,0.007631449],"genre_scores_gemma":[0.9830808,0.0002400058,0.0128769,0.00007435487,0.00004810046,0.0001015381,0.0002521868,0.0001133353,0.003212786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005866384,"threshold_uncertainty_score":0.01962501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01283714224216984,"score_gpt":0.217091485421263,"score_spread":0.2042543431790932,"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."}}