{"id":"W3045421469","doi":"10.1027/1015-5759/a000602","title":"Screening for Dark Personalities","year":2020,"lang":"en","type":"article","venue":"European Journal of Psychological Assessment","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":337,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of British Columbia","funders":"","keywords":"Dark triad; Psychology; Personality psychology; Machiavellianism; Confirmatory factor analysis; Exploratory factor analysis; Construct validity; Sadistic personality disorder; Personality; Psychopathy; Big Five personality traits; Developmental psychology; Psychometrics; Social psychology; Personality disorders; Structural equation modeling; Statistics","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":[0.001112088,0.000441029,0.0003440721,0.001828281,0.0006512024,0.0006180592,0.0003327654,0.0003571686,0.004965352],"category_scores_gemma":[0.003568579,0.0002336203,0.0004055243,0.0006058666,0.0003373341,0.0004948039,0.001208793,0.0006100711,0.0006909174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000246668,"about_ca_system_score_gemma":0.000284477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009614327,"about_ca_topic_score_gemma":0.001746686,"domain_scores_codex":[0.9993535,0.0001826092,0.00009096161,0.00009284027,0.0001585104,0.0001215331],"domain_scores_gemma":[0.9980258,0.0003325705,0.0007425611,0.0001748579,0.0003620358,0.0003623284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002462892,0.0001169991,0.9617785,0.0001430656,0.00005821498,0.0008616529,0.00148849,0.00007719429,0.004472267,0.0003511528,0.001378705,0.02902737],"study_design_scores_gemma":[0.00001369233,0.0003405081,0.9876802,0.00009152458,0.00003744802,0.00408031,0.001916677,0.0003587994,0.001844255,0.0005338705,0.00308104,0.00002165573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941279,0.000346122,0.0009871408,0.0001406581,0.00002607597,0.000161991,0.0004893739,0.00002235165,0.003698414],"genre_scores_gemma":[0.9956608,0.0002177186,0.002135771,0.00008640654,0.00001339444,0.00007929427,0.0005160968,0.000006131698,0.001284405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004965352,"threshold_uncertainty_score":0.0166108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2320106483967707,"score_gpt":0.4403072939055694,"score_spread":0.2082966455087987,"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."}}