{"id":"W4285495963","doi":"10.1111/jcpp.13667","title":"Genetic and environmental influences on temperament development across the preschool period","year":2022,"lang":"en","type":"article","venue":"Journal of Child Psychology and Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institute of Mental Health","keywords":"Temperament; Negative affectivity; Psychology; Developmental psychology; Positive affectivity; Personality; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005102141,0.0002699088,0.0002027328,0.0005266495,0.0002828853,0.0004330229,0.0001599894,0.0001573006,0.0009884307],"category_scores_gemma":[0.001643082,0.0001370592,0.000306317,0.0005253266,0.0003060032,0.0001584545,0.0004624217,0.0002776733,0.00007108119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005202524,"about_ca_system_score_gemma":0.0003252023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01582624,"about_ca_topic_score_gemma":0.01760816,"domain_scores_codex":[0.9996531,0.00009424209,0.00002285545,0.0001093338,0.00005849002,0.00006190245],"domain_scores_gemma":[0.9993467,0.0001836366,0.0002481494,0.00006934204,0.00006200871,0.00009011551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001795255,0.00003057685,0.9873955,0.00001466377,0.0001168909,0.000244669,0.00050985,0.0002910786,0.003954319,0.0001737253,0.00007502615,0.007014175],"study_design_scores_gemma":[6.224915e-7,0.00001707358,0.9995573,0.000003926134,0.00001326321,0.00006715677,0.00007016336,0.00008809098,0.0001061817,0.00003419287,0.00004083135,0.000001035748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993197,0.0001587009,0.0001880039,0.000013466,0.0000015098,0.000002452685,0.0001173724,0.00000541135,0.0001934608],"genre_scores_gemma":[0.9994111,0.0001070846,0.0002572771,0.00000338076,7.490347e-7,0.000004856942,0.0001256654,0.00000263711,0.00008735408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01582624,"threshold_uncertainty_score":0.03146821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008683925838459712,"score_gpt":0.2720198551240726,"score_spread":0.2633359292856128,"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."}}