{"id":"W4321768440","doi":"10.1016/j.paid.2023.112103","title":"Measurement invariance of the Dark Triad Dirty Dozen across nonclinical and clinical populations, genders, and age groups","year":2023,"lang":"en","type":"article","venue":"Personality and Individual Differences","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture","keywords":"Dark triad; Machiavellianism; Psychopathy; Psychology; Narcissism; Personality; Clinical psychology; Measurement invariance; Big Five personality traits; Developmental psychology; Confirmatory factor analysis; Social psychology; Structural equation modeling","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004024609,0.0003804604,0.0006420549,0.002128365,0.00136011,0.001402155,0.0005495604,0.0005185344,0.004121302],"category_scores_gemma":[0.02512838,0.0003271973,0.0007760038,0.0009734891,0.0009207653,0.000995431,0.001667915,0.001048288,0.0007672131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007957288,"about_ca_system_score_gemma":0.0006789985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002473763,"about_ca_topic_score_gemma":0.005422732,"domain_scores_codex":[0.9971876,0.0006375955,0.0003424081,0.0005603052,0.0009792458,0.000292839],"domain_scores_gemma":[0.9900993,0.002957481,0.001831967,0.002002799,0.00233459,0.0007739153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007958681,0.0001630301,0.93769,0.00009398231,0.0004004671,0.000108994,0.004584727,0.0003090267,0.005584265,0.002043957,0.004187761,0.04403801],"study_design_scores_gemma":[0.00002194808,0.0001190975,0.9919971,0.00003630462,0.0000502895,0.000282068,0.001833251,0.000460184,0.0007688339,0.001155534,0.003254913,0.00002060172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868966,0.0003924553,0.002328763,0.0003167802,0.000228637,0.00012524,0.0008561211,0.00004689696,0.008808624],"genre_scores_gemma":[0.9958656,0.00009776631,0.00123454,0.000120347,0.00003793873,0.0001253588,0.001056374,0.00005092411,0.00141121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004121302,"threshold_uncertainty_score":0.0212844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4368470018318222,"score_gpt":0.4506575323424999,"score_spread":0.01381053051067771,"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."}}