{"id":"W2392421650","doi":"","title":"On Home Environment and School Readiness of Zhuang Minority Children in Guangxi","year":2011,"lang":"en","type":"article","venue":"Early childhood education","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Developmental psychology; Family income; Low income; School education; Home education; Pedagogy; Socioeconomics; Sociology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002891008,0.00007828376,0.0001020591,0.0001060242,0.00009683431,0.00002030186,0.0001146473,0.00006203465,0.0003762499],"category_scores_gemma":[0.0001641319,0.00007218027,0.00002434014,0.0001288048,0.00009986752,0.0002625976,0.00001677202,0.00008478413,0.00005229887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202874,"about_ca_system_score_gemma":0.000412627,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02750016,"about_ca_topic_score_gemma":0.0002798469,"domain_scores_codex":[0.9992268,0.00006134289,0.0001800092,0.0001598903,0.0002145619,0.0001573981],"domain_scores_gemma":[0.999617,0.00002747925,0.00008915495,0.000128238,0.00003226601,0.000105857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000890273,0.000904945,0.7034805,0.000005531251,0.00001330751,7.865741e-8,0.1267278,0.000001014868,0.00001118457,0.156296,0.0008220115,0.01172862],"study_design_scores_gemma":[0.0001022843,0.00005727357,0.9711076,0.00002719571,0.000004880569,3.919677e-7,0.004995615,5.497435e-8,0.00004102349,0.02332393,0.0002561874,0.0000835725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698263,0.000234468,0.000001282509,0.0003690179,0.0002251933,0.0002192633,0.000007472651,0.00000942854,0.0291076],"genre_scores_gemma":[0.9985641,0.0001198878,0.0002226178,0.0001441396,0.0001650515,0.00002361654,0.00001475025,0.000004663542,0.0007411632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2676271,"threshold_uncertainty_score":0.9789758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486832074137445,"score_gpt":0.2548557719029808,"score_spread":0.2399874511616064,"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."}}