{"id":"W2050171826","doi":"10.1521/pedi.16.5.477.22126","title":"The Structure of Traits Delineating Personality Disorder in a Chinese Sample","year":2002,"lang":"en","type":"article","venue":"Journal of Personality Disorders","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Cronbach's alpha; Normative; Developmental psychology; Population; Trait; Clinical psychology; Personality; Psychometrics; Scale (ratio); Big Five personality traits; Confirmatory factor analysis; Social psychology; Structural equation modeling; Demography","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":[0.001297774,0.0003930037,0.0007790731,0.0002317974,0.000264262,0.00004564375,0.0007529157,0.0002656796,0.00302974],"category_scores_gemma":[0.0009053168,0.0002742017,0.0006086721,0.0008023399,0.0005529197,0.0002126733,0.00004957991,0.0009337215,0.000008538746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007300675,"about_ca_system_score_gemma":0.00006403173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002094067,"about_ca_topic_score_gemma":0.01073086,"domain_scores_codex":[0.9959719,0.0007992895,0.001458133,0.0003987043,0.0006967884,0.0006751496],"domain_scores_gemma":[0.9969428,0.001230955,0.001026448,0.0003734967,0.000257605,0.0001687341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006687661,0.001372721,0.8824614,0.0001045229,0.0003270605,0.00002155143,0.04603261,0.0001326002,0.0005064471,0.002388876,0.002905641,0.06307775],"study_design_scores_gemma":[0.005353806,0.0005475383,0.9368578,0.00008071264,0.00009275346,0.0001983659,0.02450328,0.000895567,0.00000312523,0.01471451,0.01621475,0.0005377653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818453,0.009054583,0.0006942165,0.005499846,0.0006768045,0.0002559818,0.0002086253,0.00001414407,0.001750479],"genre_scores_gemma":[0.9980384,0.0004317111,0.0005311227,0.000475497,0.000252709,0.000005460598,0.000008063131,0.00003712289,0.0002199591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06253999,"threshold_uncertainty_score":0.999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02051421135534048,"score_gpt":0.3152221143382831,"score_spread":0.2947079029829426,"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."}}