{"id":"W4399440791","doi":"10.1177/2333794x241258179","title":"Maternal Education and Children Home Alone in 63 Low- and Middle-Income Countries","year":2024,"lang":"en","type":"article","venue":"Global Pediatric Health","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; McMaster University; McGill University; Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Medicine; Low and middle income countries; Pediatrics; Low income; Demographic economics; Developing country; Economic growth","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":[0.0005289669,0.00009981838,0.0001443114,0.00009443905,0.000324206,0.0002014245,0.00009088604,0.0000746471,0.00004340772],"category_scores_gemma":[0.00002842767,0.0000980498,0.00001715957,0.0004508294,0.0000779295,0.0002828041,0.00002036304,0.00009437164,0.00003119926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00034197,"about_ca_system_score_gemma":0.002512414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04142847,"about_ca_topic_score_gemma":0.007633409,"domain_scores_codex":[0.9988188,0.0001127576,0.0002280722,0.0002567703,0.0002411937,0.0003424382],"domain_scores_gemma":[0.9995403,0.00003742817,0.00005383502,0.00008046439,0.00003132578,0.000256599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003646834,0.00003471541,0.9809692,0.0002680006,0.000003458101,8.189834e-7,0.003655104,1.80584e-7,4.586481e-9,0.009327785,0.002256724,0.003480346],"study_design_scores_gemma":[0.0001342508,0.00002138054,0.986809,0.00009691501,0.000008543344,0.00001098576,0.0005582774,0.000002915507,7.124653e-8,0.00357943,0.00867519,0.0001030629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9295695,0.0567825,0.000003505599,0.01078532,0.001012556,0.0002285691,0.00009851204,0.00006106104,0.001458464],"genre_scores_gemma":[0.9603359,0.03722232,0.00006654593,0.0006860194,0.001437018,0.000007158546,0.00001718011,0.000005795085,0.0002221142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03379506,"threshold_uncertainty_score":0.9649547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006685682694557802,"score_gpt":0.2905469949523327,"score_spread":0.2838613122577749,"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."}}