{"id":"W4389141277","doi":"10.23977/aetp.2023.071613","title":"A Study on the Relationship between Early Classroom Management Practice, Bilingual Classroom Setup, Parent' Attitudes, and English Development of Kids in Guangzhou Bilingual Kindergartens","year":2023,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Educational Practices and Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Internationalization; Quality (philosophy); Pedagogy; English language; Early childhood education; China; Bilingual education; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005515915,0.0002712175,0.0002572454,0.0006945159,0.001343133,0.0006295587,0.0002517598,0.0002364839,0.001301364],"category_scores_gemma":[0.001185891,0.0003056868,0.0003097972,0.0005612297,0.000572387,0.0003254402,0.0005333931,0.0003771413,0.0001141999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001546476,"about_ca_system_score_gemma":0.001348724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05708616,"about_ca_topic_score_gemma":0.1171484,"domain_scores_codex":[0.9996471,0.0000910161,0.00003496497,0.00005845426,0.00005459891,0.0001138571],"domain_scores_gemma":[0.9989986,0.0002206063,0.0003418901,0.00003869529,0.0001231473,0.0002771097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003758504,0.0001969789,0.9551422,0.00004220387,0.00001566001,0.0008907667,0.03864295,0.00001586102,0.0009116411,0.000062116,0.0001164736,0.003925479],"study_design_scores_gemma":[0.000002521038,0.0001062371,0.9677082,0.00001323179,0.00001061373,0.0001395926,0.03160938,0.00001788708,0.00009936077,0.000005703646,0.000283883,0.000003353973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997812,0.00003606365,0.000005245101,0.00001526374,9.958442e-7,0.000001981716,0.000007242569,4.185356e-7,0.0001515989],"genre_scores_gemma":[0.9995092,0.0001090123,0.00003058111,0.00001351997,0.000001130525,0.00000607145,0.00002206364,4.785622e-7,0.0003079606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05708616,"threshold_uncertainty_score":0.1135078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09667928360006069,"score_gpt":0.4613458172857163,"score_spread":0.3646665336856557,"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."}}