{"id":"W4404923943","doi":"10.1080/00223891.2024.2431123","title":"The Machiavellian Approach and Avoidance Questionnaire: Further Validation and Evidence of Cross-National Validity","year":2024,"lang":"en","type":"article","venue":"Journal of Personality Assessment","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Machiavellianism; Psychology; Psychopathy; Nomological network; Personality; Social psychology; German; Subclinical infection; Construct validity; Psychometrics; Developmental psychology; Structural equation modeling; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004923694,0.0001437959,0.0002379216,0.00007597273,0.0001671247,0.0002087788,0.0001823486,0.0001081173,0.0001221101],"category_scores_gemma":[0.0001186116,0.00009900737,0.0001184952,0.0001445795,0.0004836058,0.0003315994,0.0000308863,0.0004497157,0.000002788197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009579284,"about_ca_system_score_gemma":0.000208879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006301204,"about_ca_topic_score_gemma":0.00001094101,"domain_scores_codex":[0.9978,0.000597487,0.0005623222,0.0002677116,0.000589497,0.0001830096],"domain_scores_gemma":[0.9984426,0.000646623,0.0003385723,0.0001376498,0.0003357126,0.00009881102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009967065,0.001109738,0.5464866,0.001605092,0.001464756,0.00005445421,0.02391821,0.00009462268,0.002636332,0.3627105,0.008040258,0.05088278],"study_design_scores_gemma":[0.0004565333,0.000316891,0.9836864,0.0003285957,0.00007782227,0.0005005471,0.0007161177,0.0006991801,0.00002532007,0.00907081,0.0039872,0.0001345616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529122,0.01813255,0.01226493,0.01227685,0.001200654,0.0001855433,0.00003799379,0.00001622189,0.002973131],"genre_scores_gemma":[0.9968765,0.0004796314,0.001617366,0.0002133886,0.0003767599,0.000009081816,0.000001960498,0.00001117133,0.0004141564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4371998,"threshold_uncertainty_score":0.4037403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188626453913998,"score_gpt":0.458721798411726,"score_spread":0.3398591530203262,"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."}}