{"id":"W2782258062","doi":"","title":"The effect of microteaching on creative teaching efficacy of pre-service early childhood teacher","year":2016,"lang":"en","type":"article","venue":"Early childhood education","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Microteaching; Early childhood teacher; Psychology; Mathematics education; Pedagogy; Medical education; Teacher education; Early childhood education; Medicine","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":[0.001197377,0.0002176387,0.0002328299,0.0001963328,0.0004037058,0.0001241678,0.001001628,0.00008388127,0.00003851377],"category_scores_gemma":[0.001117871,0.0001325699,0.0002018524,0.0003175533,0.00006595178,0.0004554225,0.0001042197,0.000433289,0.00008532925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008272999,"about_ca_system_score_gemma":0.0003212347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006092071,"about_ca_topic_score_gemma":0.000009472801,"domain_scores_codex":[0.9975985,0.0009206923,0.0004818909,0.0003998264,0.0003310185,0.0002681261],"domain_scores_gemma":[0.9973762,0.000985065,0.000522154,0.0008824715,0.0001340608,0.000100019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005150474,0.002570401,0.0581218,0.00003048522,0.0002469261,1.486968e-7,0.2147586,0.00003759449,0.002865235,0.01810078,0.002052154,0.7011644],"study_design_scores_gemma":[0.0006351873,0.0008152814,0.9916512,0.0005974454,0.00002746772,0.000003231415,0.00025599,0.000006854117,0.004736859,0.0003324194,0.0007860468,0.0001519617],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881496,0.0001402707,0.004102411,0.003433047,0.0007096726,0.00054526,0.000002782791,0.00009178476,0.00282519],"genre_scores_gemma":[0.9966583,0.000004834438,0.001211764,0.00009959417,0.0002212474,0.00005852635,0.000004469075,0.00002377472,0.00171751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9335294,"threshold_uncertainty_score":0.5406045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006724457864158719,"score_gpt":0.27100974482395,"score_spread":0.2642852869597913,"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."}}