{"id":"W3093191794","doi":"10.3390/children7100186","title":"Longitudinal Predictors of Self-Regulation at School Entry: Findings from the All Our Families Cohort","year":2020,"lang":"en","type":"article","venue":"Children","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada; Alberta Children's Hospital Research Institute; Canadian Institutes of Health Research; Alberta Innovates - Health Solutions; Max Bell Foundation","keywords":"Cohort; Longitudinal study; Longitudinal data; Psychology; Demography; Developmental psychology; Medicine; Gerontology; Internal medicine; Sociology","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":[0.0002121476,0.00009172139,0.0001201204,0.00002100867,0.0003005778,0.00005216511,0.0002692649,0.00006613823,0.0003711362],"category_scores_gemma":[0.0002312864,0.00007165537,0.00005466369,0.0002001228,0.00005785463,0.0001234547,0.00007148695,0.00009701448,0.0001671434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001063471,"about_ca_system_score_gemma":0.000290937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001549584,"about_ca_topic_score_gemma":0.000281661,"domain_scores_codex":[0.9989294,0.00008214954,0.0001926163,0.0002140494,0.000411445,0.0001703602],"domain_scores_gemma":[0.999507,0.00005622299,0.00008834234,0.0001247022,0.00005419643,0.0001695855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005066015,0.00001818263,0.9118303,9.056612e-7,0.0001035102,7.14085e-8,0.02941643,0.000005620906,0.00001575926,0.0001959061,0.05832046,0.00008778482],"study_design_scores_gemma":[0.0001690002,0.00001214324,0.9897184,0.000009732349,0.0000416384,1.823548e-7,0.001907468,0.000002974217,0.0001852886,0.00007635105,0.007793509,0.00008325606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851303,0.0001304511,0.000008987077,0.01152104,0.0002700182,0.0003469387,0.00002471206,0.00009199671,0.002475541],"genre_scores_gemma":[0.997707,0.0001639743,0.0001749016,0.0008531151,0.00066709,0.000006969691,0.0001084615,0.000007815817,0.0003106653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07788815,"threshold_uncertainty_score":0.4063681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507308694890171,"score_gpt":0.2551827541444334,"score_spread":0.2401096671955317,"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."}}