{"id":"W2500860078","doi":"10.1177/1073191116660381","title":"Externalizing Behavior Across Childhood as Reported by Parents and Teachers: A Partial Measurement Invariance Model","year":2016,"lang":"en","type":"article","venue":"Assessment","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child and Family Research Institute; Simon Fraser University","funders":"National Institute on Drug Abuse; National Institute of Mental Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Leading Edge Endowment Fund","keywords":"Psychology; Measurement invariance; Developmental psychology; Confirmatory factor analysis; Structural equation modeling; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01564128,0.001583009,0.001595222,0.001850502,0.001129569,0.002097778,0.002240187,0.0009766063,0.004069023],"category_scores_gemma":[0.03037619,0.0009372539,0.004842888,0.001924362,0.002096136,0.001754892,0.002663482,0.001601049,0.0007122295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406747,"about_ca_system_score_gemma":0.001937083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01684954,"about_ca_topic_score_gemma":0.009147791,"domain_scores_codex":[0.9861,0.007379889,0.0008888714,0.003276695,0.001331698,0.001022844],"domain_scores_gemma":[0.9798901,0.008947704,0.00344613,0.005507533,0.001707153,0.0005012521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004376548,0.000469375,0.9308102,0.000137321,0.002835086,0.0003449614,0.002232672,0.008362767,0.0009203032,0.009380394,0.001159165,0.04291007],"study_design_scores_gemma":[0.0001192995,0.0007737962,0.8994752,0.0001291216,0.0007614589,0.0004940905,0.0009160245,0.07292109,0.0004175197,0.02185873,0.00200842,0.0001252664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9117892,0.0007050367,0.07781903,0.000912864,0.0001539887,0.0007635641,0.001750603,0.0003862874,0.005719358],"genre_scores_gemma":[0.9905928,0.000132603,0.006349386,0.00007655108,0.00003531575,0.0005293189,0.001388901,0.0000417922,0.0008533658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01684954,"threshold_uncertainty_score":0.08271992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05624777485984942,"score_gpt":0.3617875638028181,"score_spread":0.3055397889429687,"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."}}