{"id":"W4386894793","doi":"10.1007/s11159-023-10006-0","title":"Beyond academic outcomes: The role of social and emotional learning in rethinking quality education in low-income countries","year":2023,"lang":"en","type":"article","venue":"International Review of Education","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"","keywords":"Numeracy; Quality (philosophy); Sociology; Scale (ratio); Literacy; Economic growth; Public relations; Political science; Pedagogy; Economics","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":[0.002154688,0.00007349958,0.0001822652,0.0001956155,0.0001259608,0.00001637803,0.0002576304,0.00007567957,0.0000825514],"category_scores_gemma":[0.001731757,0.000055678,0.00005794217,0.0004880205,0.0001951887,0.0002229469,0.00004488337,0.0002145229,0.000009511587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002674947,"about_ca_system_score_gemma":0.001788067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004579244,"about_ca_topic_score_gemma":0.0007104138,"domain_scores_codex":[0.9984254,0.0002069722,0.0005726396,0.0001265762,0.0005396651,0.0001287121],"domain_scores_gemma":[0.9988616,0.0003070826,0.0003955999,0.00006342524,0.0003440015,0.00002829002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005025781,0.00008268118,0.4839327,0.0005578134,0.0000107641,2.116569e-8,0.01427161,0.00001350631,0.00001519485,0.4751826,0.000563535,0.02536456],"study_design_scores_gemma":[0.00005838782,0.000004229362,0.8964117,0.002317069,0.000004526924,4.381826e-7,0.01287924,0.00001163168,0.000008162591,0.05861583,0.02962961,0.00005920152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935129,0.006539602,0.000001002558,0.04297294,0.0009403558,0.000308259,0.000009772941,0.00001138303,0.01408765],"genre_scores_gemma":[0.9833962,0.01396005,0.00002526972,0.0008521907,0.0002347909,0.00004367172,0.00006115068,0.000004715419,0.001421911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4165668,"threshold_uncertainty_score":0.6922477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232321471494158,"score_gpt":0.4353241266217949,"score_spread":0.4130009119068533,"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."}}