{"id":"W2126528247","doi":"10.1037/1528-3542.4.1.46","title":"Decoding speech prosody: Do music lessons help?","year":2004,"lang":"en","type":"article","venue":"Emotion","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":357,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Prosody; Sadness; Psychology; Anger; Emotional prosody; Tone (literature); Drama; Audiology; Speech recognition; Linguistics; Social psychology","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":[0.0005302153,0.0003402193,0.0002690971,0.0001272646,0.0001138656,0.0005256903,0.0001779215,0.0007011139,0.001178489],"category_scores_gemma":[0.003832252,0.0001400971,0.00007851444,0.00007095272,0.0003976386,0.0005791188,0.000249874,0.0003174919,0.0003754551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001135359,"about_ca_system_score_gemma":0.0001710531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006814334,"about_ca_topic_score_gemma":0.001482103,"domain_scores_codex":[0.9998318,0.00005831621,0.0000115637,0.00004820395,0.00002589287,0.00002424475],"domain_scores_gemma":[0.9992672,0.0003186719,0.0001919056,0.00004655482,0.00005086957,0.0001248582],"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":[0.005751444,0.001263606,0.1132804,0.00057201,0.0001572836,0.0009410169,0.004615847,0.0005915741,0.5680355,0.0006527677,0.001022025,0.3031165],"study_design_scores_gemma":[0.0003718765,0.005680547,0.8401802,0.0001855628,0.0002848854,0.001340265,0.004740092,0.005077155,0.1348453,0.002624757,0.004603903,0.00006539792],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973251,0.0005434058,0.0006811242,0.0002127624,0.00002015193,0.00001156418,0.0000261129,0.0000119834,0.001167831],"genre_scores_gemma":[0.9974063,0.0005245557,0.0009904794,0.00008876081,0.00001399972,0.000008558742,0.00004735287,0.000005771918,0.0009141438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001178489,"threshold_uncertainty_score":0.00394249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08999378502899538,"score_gpt":0.3157853073743625,"score_spread":0.2257915223453671,"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."}}