{"id":"W3023618475","doi":"10.1002/per.2259","title":"Trajectories of Big Five Personality Traits: A Coordinated Analysis of 16 Longitudinal Samples","year":2020,"lang":"en","type":"article","venue":"European Journal of Personality","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"U.S. National Library of Medicine; Biotechnology and Biological Sciences Research Council; Dietmar Hopp Stiftung; Social Sciences and Humanities Research Council of Canada; National Institute on Aging; Leibniz-Gemeinschaft; Adlerbertska Stiftelserna; Alzheimer Society Research Program; Medical Research Council; Stiftelserna Wilhelm och Martina Lundgrens; Forskningsrådet för Arbetsliv och Socialvetenskap; Age UK; Wenner-Gren Stiftelserna","keywords":"Psychology; Conscientiousness; Big Five personality traits; Openness to experience; Personality; Trait; Neuroticism; Extraversion and introversion; Sample (material); Facet (psychology); Big Five personality traits and culture; Developmental psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009803654,0.0004251374,0.0008640228,0.001431331,0.0006406912,0.0007923631,0.0004292217,0.000363461,0.0004334286],"category_scores_gemma":[0.01340048,0.0003434093,0.001274167,0.001731689,0.0002886362,0.000625296,0.002012289,0.0006355994,0.0001307739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004750822,"about_ca_system_score_gemma":0.0008136941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004301626,"about_ca_topic_score_gemma":0.007459362,"domain_scores_codex":[0.9960768,0.002462429,0.0003157659,0.0006855077,0.0003141283,0.0001454596],"domain_scores_gemma":[0.9921239,0.002367483,0.002039369,0.001541481,0.001420652,0.0005071451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002633801,0.00005738354,0.9809677,0.0000715054,0.001177743,0.00005532353,0.0009094283,0.0004081778,0.0008226659,0.00009487094,0.0004444136,0.01472752],"study_design_scores_gemma":[0.0000233719,0.0002848076,0.995985,0.00003496509,0.0004009123,0.0001317204,0.0006016458,0.0009252497,0.0002737468,0.0001893078,0.001132044,0.0000171925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936736,0.0004494534,0.004144308,0.00007857035,0.00001567405,0.00008017452,0.001357869,0.00002603201,0.0001745166],"genre_scores_gemma":[0.9884959,0.0002280416,0.006245723,0.00004408411,0.0000121082,0.0003082583,0.004443631,0.00002367006,0.0001985775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009803654,"threshold_uncertainty_score":0.05184728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1175024920041103,"score_gpt":0.3319075167056297,"score_spread":0.2144050247015193,"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."}}