{"id":"W2427276849","doi":"10.1177/1069072715616128","title":"Career Interests, Personality, and the Dark Triad","year":2015,"lang":"en","type":"article","venue":"Journal of Career Assessment","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Dark triad; Personality; Vocational education; Triad (sociology); Big Five personality traits; Variance (accounting); Context (archaeology); Social psychology; Matching (statistics); Career counseling; Career development; Applied psychology; Pedagogy","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":[0.00336964,0.000172458,0.0004627233,0.0001009751,0.0000632782,0.00009133951,0.0004130938,0.0001171267,0.0003887021],"category_scores_gemma":[0.00007573535,0.0001012635,0.0002157408,0.0001122965,0.0003135843,0.0001144193,0.00007367741,0.0005868833,0.00001264027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001076918,"about_ca_system_score_gemma":0.0001990763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001999939,"about_ca_topic_score_gemma":0.00007788249,"domain_scores_codex":[0.9976727,0.0007050164,0.0005624749,0.0001911789,0.000593569,0.0002750032],"domain_scores_gemma":[0.9983716,0.0002849959,0.0003822412,0.0002865283,0.0004094141,0.0002652297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.004508599,0.0006986937,0.1198856,0.00004203811,0.002435182,0.0004473803,0.05694011,0.00001484737,0.0000772683,0.1071835,0.6654339,0.04233287],"study_design_scores_gemma":[0.02383927,0.001402899,0.6420663,0.00007577031,0.0004610403,0.002909485,0.02439909,0.00002348165,0.000004616483,0.01056959,0.2938861,0.0003623822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8069917,0.006699396,0.002026999,0.03824516,0.005723076,0.0003156003,0.00004113492,0.00001912504,0.1399378],"genre_scores_gemma":[0.9949188,0.00003514835,0.0004935365,0.002790036,0.0008015517,0.000009106647,0.000002779982,0.00001684002,0.0009322662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5221807,"threshold_uncertainty_score":0.4256016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1365637616985758,"score_gpt":0.4118804047872152,"score_spread":0.2753166430886395,"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."}}