{"id":"W2129913289","doi":"10.1177/0963721414547737","title":"Toward a Taxonomy of Dark Personalities","year":2014,"lang":"en","type":"article","venue":"Current Directions in Psychological Science","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":694,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Machiavellianism; Narcissism; Psychopathy; Dark triad; Psychology; Personality psychology; Trait; Social psychology; Taxonomy (biology); Set (abstract data type); Personality; Ecology","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":[0.003012339,0.0009612363,0.0006621542,0.005215413,0.002759856,0.006067892,0.001274421,0.001580236,0.002957183],"category_scores_gemma":[0.004520234,0.0004337231,0.0007565857,0.002616239,0.01258993,0.008750437,0.00547469,0.005301387,0.0006061667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002033495,"about_ca_system_score_gemma":0.00207526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00183991,"about_ca_topic_score_gemma":0.001775968,"domain_scores_codex":[0.9979423,0.0009542648,0.0001827044,0.0002967293,0.0004056418,0.0002183692],"domain_scores_gemma":[0.9963887,0.001253479,0.0006425065,0.0004104449,0.0006923837,0.0006125767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007700232,0.0000775817,0.02612351,0.0003614149,0.0000526685,0.0005958052,0.0216458,0.000486782,0.001217131,0.8689485,0.004528968,0.07588486],"study_design_scores_gemma":[0.00003070906,0.0001457853,0.03907581,0.0007394588,0.00005239314,0.00411053,0.01763918,0.003029284,0.000263191,0.8396918,0.09511863,0.0001031397],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3109593,0.06514567,0.2962604,0.04256294,0.002085084,0.0008304743,0.000909049,0.0005876697,0.2806594],"genre_scores_gemma":[0.894434,0.01539786,0.077455,0.00341973,0.0007666156,0.0005511127,0.0007462075,0.00009817776,0.007131238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006067892,"threshold_uncertainty_score":0.01593101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.185678442143122,"score_gpt":0.4369181417921828,"score_spread":0.2512396996490608,"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."}}