{"id":"W3125682745","doi":"10.1371/journal.pone.0054632","title":"Serotonergic Genotypes, Neuroticism, and Financial Choices","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"National Institute on Aging; FINRA Investor Education Foundation","keywords":"Neuroticism; Serotonin transporter; Allele; Serotonergic; Big Five personality traits; Personality; Trait; Psychology; Mediation; Cognition; Finance; Genotype; Biology; Genetics; Serotonin; Gene; Economics; Social psychology; Neuroscience","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001164256,0.0001882844,0.0002957901,0.0002071687,0.0001993755,0.0003320094,0.0001855543,0.00006706647,0.001397462],"category_scores_gemma":[0.0002077469,0.0001761083,0.00005350247,0.000438299,0.00005204341,0.00116707,0.00018841,0.0001222319,0.001738059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001151882,"about_ca_system_score_gemma":0.00001118298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209157,"about_ca_topic_score_gemma":0.0001357742,"domain_scores_codex":[0.9987339,0.000009223625,0.0002669318,0.0003320993,0.00035957,0.0002982374],"domain_scores_gemma":[0.999316,0.0000271903,0.0001553145,0.000246661,0.0002342745,0.00002061089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003015198,0.000738596,0.9733691,0.0004773997,0.00004021572,0.00001288413,0.00005937057,0.000007721515,0.01426088,0.006384609,0.003323321,0.001295769],"study_design_scores_gemma":[0.0005423141,0.000027895,0.9745215,0.0001536941,0.0003897134,4.234726e-7,0.0000117598,0.007869031,0.0009049067,0.00301355,0.01209802,0.0004672277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951249,0.0001731822,0.000003801752,0.0003561755,0.00006271143,0.0004763484,0.00000120603,0.0001164407,0.003685241],"genre_scores_gemma":[0.9936255,0.0000350867,0.0005372506,0.002993708,0.001109197,0.00007429079,0.0000271414,0.00003071936,0.001567105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01335598,"threshold_uncertainty_score":0.9995154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243467962094588,"score_gpt":0.1861047516153133,"score_spread":0.1617579554058545,"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."}}