{"id":"W2968216263","doi":"10.3389/fpsyg.2019.01976","title":"Musicians Show Better Auditory and Tactile Identification of Emotions in Music","year":2019,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Sadness; Psychology; Happiness; Melody; Identification (biology); Stimulus modality; Cognitive psychology; Modalities; Music psychology; Musical; Sensory system; Social psychology; Anger; Music education","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":[0.0002581356,0.0002814871,0.0003531343,0.0005141461,0.0002123969,0.0003107133,0.0001279508,0.0003333913,0.00984603],"category_scores_gemma":[0.001049559,0.0001420842,0.0001895845,0.0001251813,0.0004333772,0.0002892408,0.0004416883,0.0003708855,0.0007987192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009608115,"about_ca_system_score_gemma":0.0000726573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000462472,"about_ca_topic_score_gemma":0.0004512659,"domain_scores_codex":[0.9998367,0.00002424945,0.00001339777,0.00004297726,0.00004098663,0.00004166019],"domain_scores_gemma":[0.9996326,0.00007175132,0.00009225844,0.00003913485,0.00004953355,0.0001146895],"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":[0.003198801,0.0003883596,0.0111424,0.0001501338,0.00003015074,0.0002573329,0.0006838979,0.00004243534,0.9562169,0.000075993,0.0002345169,0.02757903],"study_design_scores_gemma":[0.00008297102,0.002153833,0.9290197,0.0000235891,0.00004902513,0.0007451159,0.001506994,0.0003053616,0.06455668,0.0002928679,0.001244908,0.0000189658],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985017,0.0001319399,0.000318429,0.00004183984,0.00001500924,0.000007961169,0.00003494063,0.00001656688,0.0009316813],"genre_scores_gemma":[0.997385,0.0001053156,0.00044607,0.00005827856,0.00001362971,0.00001959415,0.00005940488,0.000008687402,0.001904067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00984603,"threshold_uncertainty_score":0.03293824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02621705670016821,"score_gpt":0.295082953188172,"score_spread":0.2688658964880038,"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."}}