{"id":"W1975950487","doi":"10.1371/journal.pone.0090779","title":"How Do You Say ‘Hello’? Personality Impressions from Brief Novel Voices","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":388,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Economic and Social Research Council; Medical Research Council; Agence Nationale de la Recherche","keywords":"Attractiveness; Psychology; Valence (chemistry); Personality; Dominance (genetics); Big Five personality traits; Social psychology; Impression formation; Cognitive psychology; Social perception; Perception","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":[0.0009264704,0.0002173806,0.0001809065,0.0002292685,0.0002155873,0.0007496825,0.000115073,0.0003246447,0.001642601],"category_scores_gemma":[0.007556451,0.0001329978,0.0001589709,0.00008498129,0.0004304077,0.000449094,0.0004892768,0.0003751034,0.0002694293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232998,"about_ca_system_score_gemma":0.00004487396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003082011,"about_ca_topic_score_gemma":0.0007204171,"domain_scores_codex":[0.9995753,0.0001978391,0.00002926487,0.00005525972,0.0001061648,0.00003605499],"domain_scores_gemma":[0.9963014,0.002207415,0.0007931674,0.0001912813,0.0002757505,0.0002309592],"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":[0.005239236,0.0002471361,0.2142565,0.0006553811,0.0002983109,0.001648967,0.1014641,0.0009637467,0.5871599,0.0005544612,0.001117699,0.08639462],"study_design_scores_gemma":[0.00004652496,0.002906252,0.9245998,0.00006944275,0.000106561,0.001822895,0.04601172,0.001970662,0.01900774,0.0005402792,0.002806625,0.000111501],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989384,0.00003414004,0.0003995787,0.0000172649,0.000007587525,0.000006743775,0.00002059423,0.000005076274,0.0005706807],"genre_scores_gemma":[0.9988974,0.00004745144,0.000410363,0.00002388303,0.00001339949,0.000009337721,0.00004155712,0.000005569366,0.0005510139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001642601,"threshold_uncertainty_score":0.005495071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0834132827320303,"score_gpt":0.307883819032345,"score_spread":0.2244705363003147,"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."}}