{"id":"W1970256373","doi":"10.1016/j.cub.2009.11.034","title":"Vocal Attractiveness Increases by Averaging","year":2010,"lang":"en","type":"article","venue":"Current Biology","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":161,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University; International Laboratory for Brain, Music and Sound Research","funders":"Biotechnology and Biological Sciences Research Council; Economic and Social Research Council; Medical Research Council","keywords":"Attractiveness; Formant; Scopus; Psychology; Loudness; Masculinity; Social psychology; Mate choice; Mating; Acoustics; Speech recognition; Computer science; Biology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001998737,0.0001691522,0.0001938336,0.00009445323,0.000174216,0.000007868289,0.0002717563,0.0002772018,0.00898662],"category_scores_gemma":[0.00002917475,0.0001583374,0.00007590737,0.0000745052,0.0004564265,0.00006170366,0.00005014689,0.0007369738,0.001541599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001519397,"about_ca_system_score_gemma":0.00002331025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006340811,"about_ca_topic_score_gemma":0.00002706014,"domain_scores_codex":[0.9986966,0.0001920716,0.0002135705,0.0004633447,0.00004533323,0.0003891212],"domain_scores_gemma":[0.9992511,0.0001566962,0.00008729754,0.0003551865,0.0000433097,0.0001063656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000151126,0.001742682,0.7263327,0.000006892677,0.00005577309,0.00001231357,0.0003008576,8.807871e-8,0.03019165,0.09910669,0.06456695,0.07753231],"study_design_scores_gemma":[0.0008174005,0.0001131103,0.5940697,0.000006007006,0.00003109821,0.0001030312,0.00004583635,0.000001997606,0.000147447,0.002847115,0.4015576,0.0002596916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818568,0.001658522,0.0005049775,0.0001942688,0.008299856,0.0001378734,0.00009676686,0.0001187296,0.007132183],"genre_scores_gemma":[0.9981749,0.00001803922,0.0000398883,0.0001603692,0.0005142849,0.00008391654,0.0002630215,0.00001560729,0.000729964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3369906,"threshold_uncertainty_score":0.9992358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04160406202847153,"score_gpt":0.39338540673311,"score_spread":0.3517813447046385,"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."}}