{"id":"W2179300592","doi":"10.5539/elt.v8n12p170","title":"Developing and Validating a Survey of Korean Early Childhood English Teachers’ Knowledge","year":2015,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Educational Research and Pedagogy","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Cronbach's alpha; Context (archaeology); Mathematics education; Early childhood education; Curriculum; Early childhood; Knowledge level; Teacher education; Pedagogy; Developmental psychology; Psychometrics","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":[0.01019811,0.000370897,0.000466984,0.0021364,0.000883268,0.001171703,0.0006525911,0.0005673962,0.001806593],"category_scores_gemma":[0.01383274,0.0004525008,0.000562046,0.001567368,0.0005418724,0.001563869,0.001189125,0.0006054352,0.000809197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334233,"about_ca_system_score_gemma":0.004461212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005585858,"about_ca_topic_score_gemma":0.008023242,"domain_scores_codex":[0.9953163,0.00144204,0.00138839,0.0004473949,0.001002939,0.0004030269],"domain_scores_gemma":[0.9844801,0.003600994,0.001925897,0.001289924,0.00795992,0.0007432368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001514577,0.001141567,0.8552126,0.0005525004,0.0000659809,0.000219443,0.01650162,0.0006456366,0.006426805,0.0005254162,0.002228466,0.1163285],"study_design_scores_gemma":[0.00005375719,0.0008730802,0.9464133,0.0002164354,0.00006253638,0.0002325643,0.03383513,0.002025689,0.004987815,0.0002191233,0.01103638,0.00004422553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883845,0.00008942193,0.005447311,0.0001539971,0.00003078799,0.001579163,0.001163972,0.00004479699,0.00310615],"genre_scores_gemma":[0.9584407,0.0003147332,0.02820819,0.0002479939,0.00001987284,0.00639645,0.003650513,0.00002319278,0.002698306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01019811,"threshold_uncertainty_score":0.05393338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06331292513306361,"score_gpt":0.3513539948930446,"score_spread":0.288041069759981,"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."}}