{"id":"W3122318416","doi":"","title":"An Historical Research of Discourse at Preschool in Korea","year":2007,"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":"Linguistics; History; Sociology; Psychology; Political science; Philosophy","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":[0.00128794,0.00007390683,0.0001055641,0.0003608153,0.00009955656,0.00004686545,0.0005365502,0.00006030765,0.00001374439],"category_scores_gemma":[0.00008800995,0.00007050158,0.0000290252,0.0006406363,0.00003594743,0.0004813054,0.00006102048,0.0001714411,0.00003924082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006037221,"about_ca_system_score_gemma":0.000632478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008089463,"about_ca_topic_score_gemma":0.0003786489,"domain_scores_codex":[0.9986472,0.0001292785,0.0002907921,0.0002441178,0.0004171944,0.0002714218],"domain_scores_gemma":[0.9989752,0.0001248848,0.00008410108,0.0005119614,0.000157464,0.0001464502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007396884,0.00332272,0.4467982,0.00001579438,0.00001161527,0.000001174293,0.325366,0.00002751809,0.003116476,0.1485125,0.02967788,0.04314265],"study_design_scores_gemma":[0.00007423507,0.00008975786,0.9931816,0.00003058096,9.170969e-7,0.000004593538,0.000471163,0.000004146682,0.000808269,0.002349977,0.00290927,0.00007548158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927025,0.0004137924,0.0007851605,0.001592647,0.0008138318,0.000212441,8.876542e-7,0.00002142598,0.003457345],"genre_scores_gemma":[0.9959858,0.000005905477,0.001959499,0.00004708267,0.0005115099,0.00002261102,0.000006434752,0.000007148521,0.001453989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5463834,"threshold_uncertainty_score":0.9985157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02886238110856856,"score_gpt":0.3517536798653399,"score_spread":0.3228912987567714,"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."}}