{"id":"W2214467156","doi":"10.12735/ier.v3i3p16","title":"Social and Behavioral Problems in an Urban At-Risk Preschool Population","year":2015,"lang":"en","type":"article","venue":"International Education Research","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Population; Social risk; Developmental psychology; Environmental health; Sociology; Demography; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002159129,0.00006390679,0.00006583044,0.0003945567,0.0004243505,0.0002498735,0.0002455823,0.00008584213,0.0002683639],"category_scores_gemma":[0.0006003698,0.00007091679,0.00001524379,0.0003397468,0.0001236036,0.0005490865,0.000071271,0.0002518933,0.00007686963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043568,"about_ca_system_score_gemma":0.001763681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02557196,"about_ca_topic_score_gemma":0.01525558,"domain_scores_codex":[0.9978085,0.0005036424,0.0002129312,0.000251312,0.0009852162,0.000238435],"domain_scores_gemma":[0.9986117,0.0000573926,0.00006757162,0.00008910826,0.0009179576,0.0002562773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001183434,0.000305851,0.9041669,0.000001617215,0.000002947893,1.641121e-7,0.06550576,0.000006808886,0.000006354073,0.00703006,0.01180221,0.01115949],"study_design_scores_gemma":[0.0002324564,0.00003162853,0.9122739,0.00001143088,0.000001478615,6.178704e-7,0.01366822,0.00002904361,0.000004830884,0.006726689,0.06693135,0.00008833977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790981,0.0000838108,0.000003767099,0.005710756,0.0007041871,0.0003668775,0.000004087112,0.00002817041,0.01400023],"genre_scores_gemma":[0.9885291,0.00003557417,0.0003224276,0.00007551826,0.0007103943,0.0001190376,0.0001141328,0.000008912525,0.01008493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05512914,"threshold_uncertainty_score":0.9809169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2191000794092939,"score_gpt":0.5297022373852535,"score_spread":0.3106021579759596,"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."}}