{"id":"W7128224325","doi":"10.1080/00094056.2025.2522623","title":"El Salvador Bets on Transformation: An Impact Model for Early Childhood Care","year":2025,"lang":"en","type":"article","venue":"Childhood Education","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Early childhood; Early childhood education; Child care; Child development; Day care","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":[0.0003780589,0.0002591964,0.0002220811,0.0003771584,0.001216363,0.0002783958,0.0003960909,0.0002015217,0.000137263],"category_scores_gemma":[0.0001719723,0.0002596229,0.0001902199,0.0005422853,0.00007105587,0.0007321132,0.0000123766,0.0002054202,0.00008084777],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006006911,"about_ca_system_score_gemma":0.009711706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004075219,"about_ca_topic_score_gemma":0.0002913327,"domain_scores_codex":[0.9982004,0.0001060843,0.0003993852,0.000444759,0.0003721524,0.00047725],"domain_scores_gemma":[0.9986871,0.00007999517,0.0001259478,0.0003916323,0.0004056932,0.0003095812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002236815,0.001273892,0.003856089,0.00002639743,0.00006370938,3.219188e-8,0.7734154,0.000569727,0.000006760249,0.04743922,0.007123719,0.1662026],"study_design_scores_gemma":[0.0009318996,0.0002061724,0.9205861,0.0001775392,0.00006096567,6.028939e-7,0.05007346,0.0001321287,0.0002041482,0.02007996,0.007053528,0.0004934574],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430159,0.0003694614,0.001909713,0.005937503,0.00175128,0.002042656,0.00005431941,0.0002498793,0.04466928],"genre_scores_gemma":[0.9932917,0.00006291804,0.001570673,0.002305995,0.0006873554,0.0003222218,0.0004304226,0.00002886079,0.001299871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.91673,"threshold_uncertainty_score":0.9999856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830941123786581,"score_gpt":0.3546010601525525,"score_spread":0.3362916489146867,"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."}}