{"id":"W4318591555","doi":"10.1111/jopy.12816","title":"Body mass predicts personality development across 18 years in middle to older adulthood","year":2023,"lang":"en","type":"article","venue":"Journal of Personality","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Eesti Teadusagentuur","keywords":"Agreeableness; Conscientiousness; Personality; Psychology; Body mass index; Big Five personality traits; Overweight; Trait; Developmental psychology; Longitudinal study; Alternative five model of personality; Clinical psychology; Big Five personality traits and culture; Social psychology; Extraversion and introversion; Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004219997,0.0003206476,0.0006771819,0.0003227144,0.0001360904,0.00006498353,0.0006379661,0.0003135909,0.004376987],"category_scores_gemma":[0.000226811,0.0003082141,0.0003155983,0.0009886546,0.0001438188,0.0001794759,0.0000900727,0.0008085422,0.0006491907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003165734,"about_ca_system_score_gemma":0.0002843387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002879455,"about_ca_topic_score_gemma":0.0002579169,"domain_scores_codex":[0.9958755,0.0005121549,0.001137428,0.0005829473,0.000862372,0.001029543],"domain_scores_gemma":[0.9980978,0.0002006408,0.0004079698,0.0003767117,0.0002828916,0.0006339735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001989467,0.00193419,0.6215688,0.0002433723,0.000808159,0.001811838,0.2518159,0.00002822077,0.001585388,0.0007903218,0.08969254,0.02773177],"study_design_scores_gemma":[0.00246035,0.0002192561,0.957536,0.0001784537,0.00002172211,0.0002376132,0.008304123,0.00000919616,0.00003124875,0.0001952673,0.03048813,0.0003186289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919438,0.0002109843,0.0001891706,0.002904339,0.00194222,0.0002714079,0.0001330129,0.00005631241,0.002348745],"genre_scores_gemma":[0.9936363,0.00000964493,0.001115024,0.002186654,0.0006563608,0.0000304225,0.00002212459,0.00004093163,0.00230257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3359672,"threshold_uncertainty_score":0.999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08837456589671618,"score_gpt":0.3882766757100711,"score_spread":0.2999021098133549,"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."}}