{"id":"W3201571894","doi":"","title":"『동북아문화연구』 투고논문 현황 분석","year":2017,"lang":"ko","type":"article","venue":"동북아시아문화학회 국제학술대회","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"East Asia; China; Presentation (obstetrics); Quarter (Canadian coin); Wonder; Nationality; East Asian Studies; Library science; Media studies; History; Sociology; Immigration; Political science; Medicine; Psychology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007132118,0.0004067259,0.000465104,0.0001317605,0.002039232,0.002452224,0.00362267,0.0002371918,0.0004543924],"category_scores_gemma":[0.0002875956,0.000386971,0.0002526745,0.0001625302,0.0003603731,0.001128798,0.0008890142,0.0003561563,0.004503236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001183949,"about_ca_system_score_gemma":0.0005476154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005579724,"about_ca_topic_score_gemma":0.0003596399,"domain_scores_codex":[0.9970225,0.0001367818,0.0005647916,0.0007607849,0.00068195,0.0008331994],"domain_scores_gemma":[0.9953595,0.0001772299,0.0006437908,0.003162181,0.0002579464,0.0003993515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001231602,0.0004286351,0.06491657,0.0002006919,0.0001861339,0.00006979641,0.01717949,0.00003808851,0.0007144085,0.6253158,0.2611391,0.02979889],"study_design_scores_gemma":[0.0004764759,0.0001339723,0.3989019,0.0002976369,0.00003380188,0.00007643832,0.0002083044,0.001298644,0.0006530804,0.006586046,0.5906168,0.000716967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5142793,0.00573799,0.006537202,0.09622172,0.03510231,0.001276491,0.0001756354,0.0004533872,0.340216],"genre_scores_gemma":[0.933126,0.0001624667,0.001470155,0.001176994,0.003354999,0.00003080864,0.00000686665,0.00003532193,0.06063637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6187298,"threshold_uncertainty_score":0.9998582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04538678701944421,"score_gpt":0.3270680409306094,"score_spread":0.2816812539111652,"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."}}