{"id":"W4416097662","doi":"10.1007/s10566-025-09907-y","title":"Declining Classroom Quality in Early Childhood Education Over the Course of a Morning is Associated with Children’s Emotional Problems","year":2025,"lang":"en","type":"article","venue":"Child & Youth Care Forum","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; University of Toronto","funders":"City of Toronto; Social Sciences and Humanities Research Council","keywords":"Quality (philosophy); Morning; Early childhood education; Early childhood; Child care; Sample (material)","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":[0.0007879647,0.0001880996,0.0002684314,0.0001669362,0.0007121794,0.0001023392,0.000345811,0.0001481112,0.00005429094],"category_scores_gemma":[0.0003506473,0.0001476439,0.0001094711,0.0008808325,0.0002010817,0.0001995643,0.0000630363,0.0003900357,0.000004916707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002964998,"about_ca_system_score_gemma":0.003632134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003450847,"about_ca_topic_score_gemma":0.007697865,"domain_scores_codex":[0.9979275,0.0002778826,0.0004973884,0.0003565702,0.0005236853,0.0004169554],"domain_scores_gemma":[0.9988294,0.0001423698,0.0003455465,0.0002693221,0.0003233986,0.00009001487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004781884,0.000199501,0.7201155,0.000004578063,0.00006132752,4.344983e-8,0.2742061,0.00002727966,1.773064e-7,0.002275738,0.0003325177,0.002772364],"study_design_scores_gemma":[0.0005620194,0.00002866466,0.8824166,0.000611479,0.00003063838,2.783653e-7,0.1153754,0.000001029029,0.00001121109,0.0005351175,0.0002683136,0.000159271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789841,0.000762429,0.00002943282,0.00487332,0.0004550535,0.0007493556,0.00008151829,0.00005859917,0.01400625],"genre_scores_gemma":[0.9974276,0.00003237607,0.00007083194,0.001894795,0.0001020613,0.00003619324,0.000180176,0.00001524517,0.0002406679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.162301,"threshold_uncertainty_score":0.644325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287940236741061,"score_gpt":0.2988025920688587,"score_spread":0.2859231897014481,"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."}}