{"id":"W4230643580","doi":"10.1002/9781118970843.ch194","title":"Dark Triad","year":2020,"lang":"en","type":"other","venue":"The Wiley Encyclopedia of Personality and Individual Differences","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Machiavellianism; Dark triad; Psychopathy; Narcissism; Psychology; Construct (python library); Personality; Social psychology; Computer science","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":[0.0005101187,0.0004943426,0.0009013587,0.00012843,0.0001248568,0.00004111207,0.0009097374,0.0005602074,0.02102452],"category_scores_gemma":[0.00006941884,0.0003238437,0.000213573,0.0002211066,0.001186366,0.00003677647,0.0001458207,0.0006610406,0.0001472245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006438783,"about_ca_system_score_gemma":0.00007397498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002377063,"about_ca_topic_score_gemma":0.0003732359,"domain_scores_codex":[0.9972273,0.0006132033,0.0004850543,0.0007075972,0.0005196576,0.0004471525],"domain_scores_gemma":[0.998422,0.0004052295,0.000489714,0.0004668758,0.00002088785,0.0001952771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001192167,0.0001968204,0.01054785,0.0001564741,0.0008430719,0.000008310122,0.0167419,7.753978e-9,0.000002139842,0.009834933,0.9313366,0.03021264],"study_design_scores_gemma":[0.000816967,0.0003201776,0.1975844,0.0002352449,0.0003633607,0.00001819571,0.001867436,4.964135e-7,3.299392e-7,0.002008739,0.7963441,0.0004405541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01445039,0.01590891,0.0000165294,0.003073708,0.001448476,0.0004700173,0.002722286,0.0001220041,0.9617877],"genre_scores_gemma":[0.09296732,0.02691003,0.0004822676,0.007361569,0.006196083,0.0002714326,0.0007239846,0.000675104,0.8644122],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1870365,"threshold_uncertainty_score":0.9999214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06329986951555101,"score_gpt":0.3102136161788321,"score_spread":0.2469137466632811,"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."}}