{"id":"W2082258766","doi":"10.1111/j.1933-1592.2008.00230.x","title":"Hearing and Seeing Musical Expression","year":2008,"lang":"en","type":"article","venue":"Philosophy and Phenomenological Research","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Ottawa","funders":"","keywords":"Perception; Musical; Musical expression; Expression (computer science); Psychology; Music psychology; Music and emotion; Music perception; Cognitive psychology; Cognitive science; Communication; Computer science; Art; Music history; Visual arts; 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":[0.0004318006,0.0001064061,0.000135763,0.0001413986,0.001087011,0.00006063076,0.0001796069,0.00007890444,0.0000696537],"category_scores_gemma":[0.0007517267,0.00007868597,0.00002032125,0.0003350394,0.001323597,0.0002436099,0.0004603213,0.0005337064,0.00004220992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001870399,"about_ca_system_score_gemma":0.00002441844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006384345,"about_ca_topic_score_gemma":1.278662e-7,"domain_scores_codex":[0.9980198,0.0002701269,0.0001338175,0.0006446462,0.0004915334,0.0004401028],"domain_scores_gemma":[0.9991066,0.0004490597,0.00001888498,0.0001756454,0.0000269417,0.0002228392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007190305,0.0001060322,0.0003714788,0.00001548864,4.227495e-7,0.0001140963,0.001050864,0.000001381995,0.9245449,0.07013184,0.00008771311,0.003503895],"study_design_scores_gemma":[0.001959534,0.002834488,0.04285309,0.0001477041,0.000004440725,0.0008787327,0.0004769221,0.001224904,0.04615811,0.8854433,0.01713102,0.0008877612],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9105818,0.00007625545,0.0000370797,0.001360065,0.00005137409,0.0001601992,0.00000194113,0.000055228,0.08767611],"genre_scores_gemma":[0.9981508,0.0006908785,0.00009006624,0.0007196154,0.0001997829,0.00002215816,3.811856e-7,0.000007170142,0.0001191344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8783868,"threshold_uncertainty_score":0.8360519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4713777248290817,"score_gpt":0.4038324738141875,"score_spread":0.06754525101489423,"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."}}