{"id":"W3098840179","doi":"","title":"Analysis of the Perspectives about Good Teaching of Pre-service Kindergarten Teachers in Korea","year":2016,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics education; Service (business); Psychology; Pedagogy; Business; Marketing","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":[0.000347502,0.00008881171,0.0001733931,0.0002871045,0.00006220656,0.00002857732,0.0006251933,0.00004519897,0.000009324107],"category_scores_gemma":[0.0001139259,0.00005507227,0.0001029909,0.00098323,0.00003418746,0.0003391145,0.00006412438,0.00009299011,0.000003032285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008230798,"about_ca_system_score_gemma":0.0004440747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007134115,"about_ca_topic_score_gemma":0.0004590803,"domain_scores_codex":[0.9989677,0.0001728973,0.0002876156,0.0002103371,0.0002316787,0.0001297769],"domain_scores_gemma":[0.9989088,0.0001318574,0.0002747822,0.0005305992,0.0001174534,0.00003650563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[5.301328e-7,0.0003553425,0.4025261,0.000003325237,0.0001279456,8.250063e-9,0.5518598,0.00005068159,0.0005062707,0.03613641,0.000133152,0.008300445],"study_design_scores_gemma":[0.00008569645,0.00001636878,0.9939731,0.00009667514,0.00004259451,6.504417e-7,0.004603616,0.0000132632,0.0002418946,0.0007173465,0.0001389569,0.00006985374],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916246,0.000255962,0.0007634877,0.004856653,0.0002421506,0.0001539653,0.00000566924,0.00001350422,0.002084007],"genre_scores_gemma":[0.9988506,0.000006242136,0.0005750145,0.00008883783,0.00009085454,0.00001910319,0.000001532399,0.000005268753,0.0003625053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.591447,"threshold_uncertainty_score":0.9994774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007008097768241382,"score_gpt":0.2514254542819697,"score_spread":0.2444173565137283,"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."}}