{"id":"W2032173903","doi":"10.1016/j.jvoice.2013.12.007","title":"The Acoustic Correlates of Valence Depend on Emotion Family","year":2014,"lang":"en","type":"article","venue":"Journal of Voice","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Valence (chemistry); Emotional valence; Psychology; Cued speech; Acoustics; Cognitive psychology; Cognition; Physics","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":[0.000601644,0.00006740973,0.0001044864,0.00006733592,0.0001703462,0.00003712229,0.0003283994,0.00002966215,0.000006094214],"category_scores_gemma":[0.001662313,0.00004093356,0.0000675474,0.0001770551,0.000116925,0.0002281447,0.00002371611,0.0002166023,0.00003929821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001951424,"about_ca_system_score_gemma":0.00003446475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001967901,"about_ca_topic_score_gemma":0.00000195387,"domain_scores_codex":[0.9988615,0.0001428712,0.0002824416,0.0001141638,0.0004582215,0.0001408288],"domain_scores_gemma":[0.9986674,0.0006679252,0.0003816222,0.0001508808,0.0000794887,0.0000526607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003847526,0.00004324984,0.0001164723,0.000005066343,6.033327e-7,0.000004106264,0.0001132906,0.001129283,0.9914415,0.0002068032,0.0006122003,0.006288907],"study_design_scores_gemma":[0.00194122,0.005598027,0.303956,0.000627288,0.0001271702,0.0009975531,0.000837993,0.0283486,0.6348193,0.005705574,0.01658132,0.0004600047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946432,0.00001122175,0.002759005,0.0002563055,0.001335572,0.00004631465,0.000001329351,0.000006074283,0.0009410303],"genre_scores_gemma":[0.9987764,0.0002266993,0.00002623773,0.0006449247,0.0001452621,3.930841e-7,3.547361e-8,0.0000050948,0.0001749165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3566223,"threshold_uncertainty_score":0.1990064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03289030755347428,"score_gpt":0.27889956690734,"score_spread":0.2460092593538658,"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."}}