{"id":"W2161663064","doi":"10.1016/j.paid.2010.02.015","title":"Genetic and environmental influences on verbal and nonverbal measures of the Big Five","year":2010,"lang":"en","type":"article","venue":"Personality and Individual Differences","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Nonverbal communication; Personality; Big Five personality traits; Developmental psychology; Twin study; Dizygotic twins; Univariate; Social psychology; Heritability; Statistics; Evolutionary biology; Multivariate statistics","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":[0.0002581794,0.0001805532,0.0002278139,0.00003888666,0.0002152968,0.00004511257,0.0002043061,0.0001706486,0.0003149134],"category_scores_gemma":[0.00002576677,0.0001173858,0.00004794719,0.00005233643,0.001617694,0.00004324295,0.00008132382,0.0003358422,0.000003165271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003053545,"about_ca_system_score_gemma":0.00001633031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006233134,"about_ca_topic_score_gemma":0.0003828116,"domain_scores_codex":[0.9987268,0.000185931,0.0001973454,0.0003818444,0.000286232,0.0002217942],"domain_scores_gemma":[0.9994156,0.000203606,0.0001006072,0.0001663664,0.000009047085,0.0001047421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007971006,0.0001495329,0.9428883,0.00001935013,0.0001176462,0.000001424301,0.01903347,4.894442e-8,0.001217081,0.003132038,0.00009909797,0.0332623],"study_design_scores_gemma":[0.0005143516,0.0002437107,0.9941518,0.00001432822,0.00005366182,0.00004297691,0.002543245,0.000004980288,0.0000462743,0.001498593,0.000741637,0.0001444586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958488,0.0008210135,0.000001335925,0.0006867746,0.0004328661,0.0001210286,0.0004312207,0.0000083359,0.00164859],"genre_scores_gemma":[0.9987644,0.00009296781,0.00002787489,0.00082374,0.0001225803,0.00001184592,0.000005119438,0.000005565505,0.0001458943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05126348,"threshold_uncertainty_score":0.5960461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06454422780694888,"score_gpt":0.285339775675977,"score_spread":0.2207955478690281,"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."}}