{"id":"W3039510801","doi":"10.4102/sajce.v10i1.803","title":"Preschool cognitive control and family adversity predict the evolution of classroom engagement in elementary school","year":2020,"lang":"en","type":"article","venue":"South African Journal of Childhood Education","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Université de Montréal; Université Sainte-Anne","funders":"","keywords":"Psychology; Developmental psychology; Hostility; Impulsivity; Context (archaeology); Cognition; Academic achievement; Cognitive development; Child development; Parenting styles; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001322713,0.0001094544,0.0002047574,0.0001687873,0.0002534603,0.00004457137,0.0002365688,0.00004867367,0.00007585496],"category_scores_gemma":[0.00119854,0.00009081302,0.0000707335,0.0004520176,0.0001431998,0.0003207543,0.00002994028,0.0003804012,0.000006276885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003116687,"about_ca_system_score_gemma":0.005515025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003160819,"about_ca_topic_score_gemma":0.00005074447,"domain_scores_codex":[0.9980279,0.0005823786,0.0005187561,0.0001559581,0.00051496,0.0002001125],"domain_scores_gemma":[0.9985252,0.0001707569,0.0005684718,0.00007751098,0.0003436236,0.0003144566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001090181,0.0003084624,0.6629558,0.00001172648,0.0001108107,5.286779e-7,0.3269548,0.00002497211,0.00003287516,0.0005960964,0.002117329,0.006777604],"study_design_scores_gemma":[0.0008037872,0.0001217463,0.6797278,0.00007388806,0.00005974992,8.373147e-7,0.3179093,0.000003101299,0.000007703873,0.0004954571,0.0007290164,0.00006762565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854094,0.001201451,0.0004944402,0.009246149,0.0003727663,0.0006374709,0.0000174762,0.000009848349,0.002610967],"genre_scores_gemma":[0.9978774,0.00009459109,0.000312314,0.001149922,0.0005216858,0.000009099852,0.00000362966,0.0000069645,0.00002437819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01677202,"threshold_uncertainty_score":0.9783417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063190966189275,"score_gpt":0.247050839618636,"score_spread":0.2364189299567432,"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."}}