{"id":"W4318973113","doi":"10.1121/10.0017100","title":"Timbral cues for learning to generalize musical instrument identity across pitch register","year":2023,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Agence Nationale de la Recherche; Aix-Marseille Université","keywords":"Register (sociolinguistics); Musical; Identity (music); Psychology; Musical instrument; Communication; Speech recognition; Cognitive psychology; Computer science; Linguistics; Acoustics; Art; Visual arts; Aesthetics; Physics; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005875631,0.000270149,0.0002091902,0.0002269862,0.0001636242,0.0005601827,0.0003924948,0.0004307176,0.002557781],"category_scores_gemma":[0.004140098,0.0002087789,0.0001515042,0.00008666015,0.0004597635,0.0007750021,0.0008667327,0.0005793668,0.0005020653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157112,"about_ca_system_score_gemma":0.0001999921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003283528,"about_ca_topic_score_gemma":0.0006171454,"domain_scores_codex":[0.9997342,0.00004304705,0.00002230691,0.0000759516,0.00009226835,0.00003219396],"domain_scores_gemma":[0.9989055,0.0003479965,0.0002189376,0.0002559086,0.0001372242,0.00013443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003690273,0.0001648223,0.00761971,0.00009142545,0.00001671711,0.0001012981,0.000445663,0.0006281416,0.8972985,0.0004701117,0.0001382126,0.09265653],"study_design_scores_gemma":[0.0001168682,0.004763204,0.3602078,0.0001200498,0.000129441,0.0009807349,0.001487917,0.02475651,0.5965505,0.006036644,0.004727545,0.0001228516],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888378,0.00007946345,0.008293171,0.00005375212,0.00001439529,0.00001393618,0.00002699102,0.00008543618,0.002595137],"genre_scores_gemma":[0.9931495,0.00006918372,0.005878701,0.00002247185,0.00000496452,0.00000954307,0.00005075026,0.00001539871,0.0007994843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002557781,"threshold_uncertainty_score":0.008556664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06030688868516241,"score_gpt":0.344129944457279,"score_spread":0.2838230557721165,"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."}}