{"id":"W4385851059","doi":"10.1111/cdev.13994","title":"Reconsidering the failure model: Using a genetically controlled design to assess the spread of problems from reactive aggression to internalizing symptoms through peer rejection across the primary school years","year":2023,"lang":"en","type":"article","venue":"Child Development","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec à Montréal; Université de Montréal","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Psychology; Aggression; Developmental psychology; Twin study; Genetic model; Structural equation modeling; Monozygotic twin; Human factors and ergonomics; Poison control; Clinical psychology; Heritability; Genetics; Medicine","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":[0.001209866,0.0002527872,0.0003412587,0.00006414636,0.0006365196,0.0001276426,0.0004729401,0.0001058116,0.00005714644],"category_scores_gemma":[0.0001631437,0.0001365565,0.000126172,0.0004571837,0.00007032679,0.00008039202,0.0003156415,0.000367363,0.0001277497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002030666,"about_ca_system_score_gemma":0.0002018075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007283504,"about_ca_topic_score_gemma":0.00006300138,"domain_scores_codex":[0.9976004,0.0002540612,0.000615794,0.0004810208,0.0006065172,0.0004422264],"domain_scores_gemma":[0.9988077,0.0003191281,0.0002314572,0.0003602656,0.0001765816,0.0001049181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.005623623,0.001033463,0.01868982,0.0001403445,0.004485445,0.00005960127,0.5656736,0.1217938,0.03759027,0.001206786,0.06890295,0.1748003],"study_design_scores_gemma":[0.006410963,0.0001698195,0.9138213,0.00868414,0.0001706427,0.00007442643,0.01450501,0.001979209,0.009248121,0.007696004,0.03593113,0.001309272],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9427736,0.0002448503,0.04100668,0.01157155,0.001240047,0.002194424,0.00001793079,0.00008789885,0.0008630135],"genre_scores_gemma":[0.9871559,0.00005772181,0.006918068,0.004248263,0.0003639796,0.0002904382,0.00002714417,0.00005175987,0.0008867209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8951315,"threshold_uncertainty_score":0.556861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184782343735284,"score_gpt":0.3301673424462941,"score_spread":0.2116891080727658,"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."}}