{"id":"W2914326395","doi":"10.1016/j.ijedudev.2019.01.007","title":"Disaster risk reduction in early childhood education: Effects on preschool quality and child outcomes","year":2019,"lang":"en","type":"article","venue":"International Journal of Educational Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Disaster risk reduction; Intervention (counseling); Early childhood; Early childhood education; Psychology; Environmental health; Medical education; Developmental psychology; Medicine; Geography; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0006871608,0.0001047929,0.0001431811,0.0003197244,0.0001121669,0.0001350936,0.0003440152,0.00004062854,0.0002109034],"category_scores_gemma":[0.0003736776,0.00008973882,0.00005202832,0.0001219959,0.00005204442,0.0004868921,0.00004615277,0.000185441,0.00008188951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002724571,"about_ca_system_score_gemma":0.0008079688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001259467,"about_ca_topic_score_gemma":0.00005763821,"domain_scores_codex":[0.9982389,0.0001632218,0.0004554536,0.0001733165,0.0008332082,0.0001359406],"domain_scores_gemma":[0.9989512,0.0002467786,0.0003797351,0.00007946351,0.0002445824,0.00009824771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005286509,0.0007075457,0.9004153,0.00001330297,0.0001247213,7.546416e-7,0.02615597,0.00003292932,0.00000984648,0.027116,0.0006780559,0.04469269],"study_design_scores_gemma":[0.000437875,0.00003004675,0.9839762,0.000238916,0.0000060958,0.000004081563,0.002381518,2.79013e-7,0.00003575075,0.003615353,0.009166899,0.0001069352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612797,0.0001069544,0.000007103527,0.0113842,0.00389062,0.0002446748,0.000001136746,0.000003751286,0.02308188],"genre_scores_gemma":[0.9940131,0.00008758756,0.00071202,0.0003739927,0.0005508724,0.00001519685,0.00000485805,0.000005986466,0.004236416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08356093,"threshold_uncertainty_score":0.3659443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008645748678194025,"score_gpt":0.3204154447905403,"score_spread":0.3117696961123463,"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."}}