{"id":"W2950233054","doi":"10.1177/0956797617719083","title":"Educational Attainment and Personality Are Genetically Intertwined","year":2017,"lang":"en","type":"article","venue":"Psychological Science","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Psychology; Big Five personality traits; Openness to experience; Personality; Educational attainment; Neuroticism; Trait; Variance (accounting); Big Five personality traits and culture; Facet (psychology); Alternative five model of personality; Developmental psychology; Behavioural genetics; Social psychology","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":[0.0006911996,0.000250561,0.0002573053,0.0009844786,0.0003757738,0.0007920389,0.0001820147,0.000271581,0.001554758],"category_scores_gemma":[0.003370546,0.0001943295,0.0002190952,0.001061631,0.0008280089,0.0003074029,0.0008314819,0.0004051597,0.0001799149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003367849,"about_ca_system_score_gemma":0.0003630681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005662037,"about_ca_topic_score_gemma":0.007882847,"domain_scores_codex":[0.9993249,0.0002591935,0.00004351643,0.0001291839,0.0001410756,0.0001022147],"domain_scores_gemma":[0.9980853,0.0006032349,0.0008027449,0.0001823921,0.0001404459,0.000185977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008158095,0.00002484629,0.9913242,0.00001071587,0.0001011093,0.0001903196,0.0002814625,0.0002214304,0.001606093,0.0003610317,0.00003582532,0.005761375],"study_design_scores_gemma":[9.427479e-7,0.00001595701,0.9993632,0.000003270837,0.00001218982,0.00007623932,0.00005332473,0.0001563636,0.00007795586,0.0001886659,0.0000498402,0.00000194396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988073,0.000102815,0.000314409,0.00005503127,0.000002571969,0.000002298017,0.00006890655,0.000004654717,0.0006420053],"genre_scores_gemma":[0.9996415,0.00004019319,0.0001210632,0.000008100991,0.000002653869,0.000001230474,0.00004341811,7.444284e-7,0.000141039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005662037,"threshold_uncertainty_score":0.01125813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04086820445047718,"score_gpt":0.3921152142110235,"score_spread":0.3512470097605463,"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."}}