{"id":"W4407582929","doi":"10.5539/jel.v14n4p52","title":"Early Childhood Development Disparities, Comparative Analysis Among Rural and Urban Tanzania","year":2025,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tanzania; Geography; Psychology; Socioeconomics; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001016604,0.0001550838,0.0001967135,0.002017899,0.0008109648,0.000540279,0.0002011217,0.0002040511,0.001910603],"category_scores_gemma":[0.002383018,0.0001384674,0.0002586961,0.00190463,0.0004044003,0.0004516741,0.00080281,0.0002134768,0.00009129555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009200606,"about_ca_system_score_gemma":0.001382757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02190653,"about_ca_topic_score_gemma":0.04456544,"domain_scores_codex":[0.9995196,0.0002074122,0.00004081665,0.00004689574,0.00006816539,0.0001171117],"domain_scores_gemma":[0.9990925,0.000437383,0.0002448165,0.00003463674,0.0001123245,0.00007835282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000325803,0.0003770359,0.9310552,0.0006790671,0.000115381,0.0009581519,0.03109208,0.0001444987,0.001104587,0.001831874,0.0005954693,0.03172084],"study_design_scores_gemma":[0.0000170308,0.0004715225,0.9695271,0.0001618522,0.00005535641,0.000286149,0.02786933,0.0001238635,0.0001527478,0.0001273279,0.001200462,0.00000729202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985932,0.0005321113,0.00005220487,0.00007492866,0.000003760938,0.00003801754,0.0001272712,8.488141e-7,0.0005776313],"genre_scores_gemma":[0.999047,0.0003621919,0.0001977222,0.00003214846,0.000004199939,0.00007364921,0.0001143154,6.382208e-7,0.0001682109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02190653,"threshold_uncertainty_score":0.043558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008271621711621527,"score_gpt":0.2832835412417831,"score_spread":0.2750119195301615,"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."}}