{"id":"W2026790730","doi":"10.1521/pedi.15.3.235.19205","title":"Personality Disorder in University Students: A Multitrait-Multimethod Matrix Study","year":2001,"lang":"en","type":"article","venue":"Journal of Personality Disorders","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; University of Alberta","funders":"","keywords":"Minnesota Multiphasic Personality Inventory; Psychology; Millon Clinical Multiaxial Inventory; Personality disorders; Personality; Clinical psychology; Personality Assessment Inventory; Psychometrics; Psychiatry; Discriminant validity; Personality test; Test validity; Social psychology; Internal consistency","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":[0.003701215,0.0005244438,0.001049199,0.000698376,0.0002420409,0.0000709399,0.001269313,0.0003266795,0.003449549],"category_scores_gemma":[0.0002196264,0.0005230793,0.0006898928,0.001246453,0.0003622054,0.0004504196,0.0001350553,0.001189201,0.00009231177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002914751,"about_ca_system_score_gemma":0.0001564767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006941588,"about_ca_topic_score_gemma":0.01157136,"domain_scores_codex":[0.993726,0.00235682,0.001173388,0.0007690496,0.001091401,0.0008833699],"domain_scores_gemma":[0.9976017,0.0004671058,0.0007652485,0.0005664481,0.0002569272,0.0003425734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002326231,0.01044302,0.9391692,0.00002766431,0.0004229892,0.00074377,0.03531893,0.00006009136,0.00002726346,0.0003643915,0.001018646,0.01007781],"study_design_scores_gemma":[0.01144632,0.0008723888,0.8188475,0.00003562344,0.0001540573,0.0002201922,0.1328046,0.00005248031,1.554509e-7,0.0004243174,0.03465959,0.0004828063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880117,0.00153576,0.001526855,0.002260674,0.0009218538,0.0007336464,0.00005557777,0.00004561264,0.004908276],"genre_scores_gemma":[0.995389,0.0002819895,0.0007728313,0.0003214314,0.0001990891,0.000009317728,0.000008545751,0.00005036694,0.002967374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1203217,"threshold_uncertainty_score":0.9997221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02700527676962103,"score_gpt":0.3772059674122545,"score_spread":0.3502006906426334,"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."}}