{"id":"W2035696521","doi":"10.3389/fpsyg.2014.00156","title":"The influence of vocal training and acting experience on measures of voice quality and emotional genuineness","year":2014,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; Queen's University; Toronto Metropolitan University","funders":"","keywords":"Singing; Psychology; Jitter; Audiology; Perception; Quality (philosophy); Speech recognition; Acoustics; Computer science; Medicine","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":[0.003306329,0.0005246574,0.0005337623,0.0003160154,0.0002426366,0.0008241558,0.0003719562,0.0004226775,0.001726817],"category_scores_gemma":[0.01927582,0.0002389009,0.0003903578,0.0002153628,0.0007570245,0.0004198182,0.0006982699,0.0005290136,0.0001519642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002186384,"about_ca_system_score_gemma":0.0002176917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008359621,"about_ca_topic_score_gemma":0.001220234,"domain_scores_codex":[0.9968902,0.001256942,0.0002777285,0.0007443068,0.0006427809,0.0001880071],"domain_scores_gemma":[0.9761755,0.01776123,0.003226984,0.001354915,0.0006352572,0.0008460505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01081323,0.001383014,0.4906734,0.0009083324,0.001441925,0.0004338954,0.004609387,0.002359697,0.393977,0.0005253662,0.0002138335,0.09266083],"study_design_scores_gemma":[0.00002339095,0.001846043,0.9867513,0.00001565365,0.0001539492,0.0001276828,0.0002299377,0.001723693,0.008746888,0.000138902,0.0002165911,0.00002589083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940593,0.0002340683,0.004505591,0.00002322956,0.00001645321,0.00005720292,0.0001163352,0.00002568734,0.0009621447],"genre_scores_gemma":[0.9965688,0.00007874482,0.002492053,0.00002821323,0.00001238154,0.0001064504,0.0001589778,0.00002149791,0.0005329836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003306329,"threshold_uncertainty_score":0.01748574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1225668143906587,"score_gpt":0.3851265879797183,"score_spread":0.2625597735890596,"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."}}