{"id":"W4390038055","doi":"10.1016/j.jrp.2023.104448","title":"A longitudinal, multimethod study of children’s early emerging maladaptive personality traits: Stress sensitivity as a protective factor","year":2023,"lang":"en","type":"article","venue":"Journal of Research in Personality","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Alberta","funders":"Ontario Ministry of Economic Development, Job Creation and Trade","keywords":"Psychology; Big Five personality traits; Developmental psychology; Longitudinal study; Personality; Clinical psychology; Sensitivity (control systems); Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00724481,0.0002404861,0.0006286225,0.000753858,0.0002603633,0.00004801634,0.0003076303,0.0001445075,0.0003513687],"category_scores_gemma":[0.0005083976,0.0002042188,0.0002916359,0.001618564,0.0002605107,0.0002248049,0.0001355412,0.001574244,0.0000317621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002985143,"about_ca_system_score_gemma":0.0002925112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006985804,"about_ca_topic_score_gemma":0.0009077166,"domain_scores_codex":[0.9928292,0.003273016,0.0007961955,0.0005103317,0.001914431,0.0006768191],"domain_scores_gemma":[0.9974484,0.0007958166,0.0004041184,0.0001859035,0.0009114192,0.0002542779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00213899,0.00489844,0.9098055,0.0001198921,0.0007238682,0.0005583113,0.07259884,0.00002286438,0.0004351985,0.0002047626,0.0004705676,0.008022794],"study_design_scores_gemma":[0.002404696,0.0009841155,0.9687614,0.0004656171,0.00001750526,0.00006280136,0.02638121,0.00002081411,0.00007964079,0.0006063202,0.00003415777,0.0001817412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965538,0.0001185366,0.00005083763,0.001260139,0.0002907174,0.0009712061,0.0002151474,0.00002094293,0.0005186507],"genre_scores_gemma":[0.9991314,0.00002720258,0.00009186097,0.00002075033,0.0003926933,0.0000242262,0.000005444253,0.00001986459,0.0002865123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05895591,"threshold_uncertainty_score":0.9996268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1523918890608136,"score_gpt":0.4489420453145028,"score_spread":0.2965501562536892,"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."}}