{"id":"W4406983555","doi":"10.1525/mp.2025.2325705","title":"Instrument Timbre Combinations Influence the Relative Prominence of Perceptual Layers in Orchestral Music","year":2025,"lang":"en","type":"article","venue":"Music Perception An Interdisciplinary Journal","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Western University","funders":"","keywords":"Timbre; Perception; Psychology; Speech recognition; Communication; Art; Computer science; Visual arts; Musical; Neuroscience","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":[0.0007539606,0.0002576772,0.0002565835,0.0005910207,0.0009884533,0.0001644017,0.000867226,0.00009586634,0.0005511171],"category_scores_gemma":[0.0002720994,0.0001949948,0.0001645313,0.001111836,0.001019746,0.001805991,0.0004765474,0.0009424908,0.000040898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003558421,"about_ca_system_score_gemma":0.0003140511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002318838,"about_ca_topic_score_gemma":0.0001105309,"domain_scores_codex":[0.9971691,0.0005439546,0.0007411779,0.000563362,0.000549581,0.0004327626],"domain_scores_gemma":[0.9988683,0.0001439298,0.0002758223,0.0004353189,0.0001170018,0.0001596074],"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":[0.000261709,0.000997848,0.002277822,0.0000345127,0.000006437667,0.00005565737,0.04943551,0.00249357,0.9181647,0.004155355,0.00159313,0.02052373],"study_design_scores_gemma":[0.001424242,0.0007256116,0.9551004,0.0005269913,0.00003548156,0.0003321258,0.01852584,0.009002164,0.001121119,0.01254039,0.0003067578,0.0003588727],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917831,0.000003709143,0.001062879,0.002988097,0.000712398,0.0004453104,0.00001113086,0.00004001666,0.002953357],"genre_scores_gemma":[0.9973511,0.00003710283,0.0002136301,0.001505331,0.00008399229,0.00004396015,0.000003871427,0.00001394306,0.0007471194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9528226,"threshold_uncertainty_score":0.7951656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05395397950484232,"score_gpt":0.3429517911583991,"score_spread":0.2889978116535568,"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."}}