{"id":"W3113352886","doi":"","title":"기획특집 : 다문화 사회의 문제와 대응논리 ; 다문화가족지원센터 종사자의 역량강화 방안","year":2011,"lang":"ko","type":"article","venue":"인문과학연구","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Salary; Intermediary; Government (linguistics); Public relations; Empowerment; Political science; Sociology; Pedagogy; Business; Law; Marketing","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005548025,0.0003600121,0.000378841,0.0001681278,0.0003656904,0.000282322,0.001503224,0.0002084734,0.001346611],"category_scores_gemma":[0.00005216392,0.0003367393,0.0002058929,0.0005689255,0.0001731811,0.0005323992,0.0003794838,0.0002921771,0.004376446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009854401,"about_ca_system_score_gemma":0.0004346717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006861238,"about_ca_topic_score_gemma":0.0002498701,"domain_scores_codex":[0.9973131,0.0001836573,0.0005753895,0.0006346979,0.0005384258,0.0007547534],"domain_scores_gemma":[0.9978233,0.0001540705,0.0002709018,0.001165758,0.0002238512,0.0003620943],"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":[0.00001708603,0.000821071,0.05637467,0.0001927511,0.0001840092,0.00004992679,0.114909,0.000009252131,0.0006275702,0.612959,0.1976573,0.01619835],"study_design_scores_gemma":[0.0004627724,0.000277915,0.2492989,0.0002503588,0.00004751136,0.0001063929,0.0008016328,0.0004643557,0.001825139,0.009301168,0.7363038,0.0008600258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5866671,0.006730031,0.01324344,0.0122547,0.02350227,0.001157114,0.0001061706,0.0005729555,0.3557662],"genre_scores_gemma":[0.9513568,0.0000837781,0.00427046,0.001648657,0.001977839,0.00004643689,0.000008139708,0.00003769051,0.04057021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6036579,"threshold_uncertainty_score":0.9999084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0635941753668891,"score_gpt":0.2758067750041591,"score_spread":0.21221259963727,"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."}}