{"id":"W7095008266","doi":"10.1016/j.ecresq.2025.10.005","title":"Associations between a preschool tuition credit and children’s school success outcomes: Moving beyond test scores","year":2025,"lang":"en","type":"article","venue":"Early Childhood Research Quarterly","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Comparability; Propensity score matching; Poisson regression; Logistic regression; Test (biology); Multilevel model; Early childhood education; Early childhood; Separation (statistics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001520393,0.0003307882,0.0006643118,0.00124529,0.0007743713,0.0006568616,0.0004184174,0.0002378613,0.0001713454],"category_scores_gemma":[0.001865136,0.0002902349,0.0001901836,0.001029376,0.0002171378,0.0007574612,0.0001771756,0.001384798,0.0001872341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002296914,"about_ca_system_score_gemma":0.0003535454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008771424,"about_ca_topic_score_gemma":0.0001146391,"domain_scores_codex":[0.9962243,0.0002760397,0.0006513044,0.0007126854,0.001230102,0.0009055695],"domain_scores_gemma":[0.9972894,0.001058382,0.0001314724,0.0006945446,0.0003783516,0.0004478829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002203895,0.000286704,0.974862,0.00004730737,0.0004796085,0.00001241312,0.0008760722,1.747043e-7,0.00009362891,0.0005732497,0.01278311,0.009963633],"study_design_scores_gemma":[0.00258838,0.001137374,0.9914102,0.0002757712,0.0001807352,0.000002447963,0.0002385471,0.000006964781,0.00009612709,0.003667408,0.0001554833,0.0002405944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802477,0.0003666716,0.0001167032,0.01065799,0.000160553,0.001930586,0.0002224619,0.0002372559,0.006060091],"genre_scores_gemma":[0.9919679,0.00003931472,0.0002569248,0.0004236863,0.0006040561,0.0001206681,0.0002528738,0.00004492746,0.006289628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01654811,"threshold_uncertainty_score":0.999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932755464509201,"score_gpt":0.3316838193723207,"score_spread":0.3123562647272287,"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."}}