{"id":"W4385405171","doi":"10.35301/ksme.2022.25.2.117","title":"Ethical, Legal, and Social Implications Research in South Korea","year":2022,"lang":"en","type":"article","venue":"Korean Journal of Medical Ethics","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ethica (Canada); Genome Canada","funders":"","keywords":"Variety (cybernetics); Engineering ethics; Government (linguistics); Research ethics; Sociology; Political science; Social research; Environmental ethics; Social science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01416537,0.0002705062,0.0002877043,0.001293394,0.00546388,0.006029257,0.0006267731,0.00125727,0.001966306],"category_scores_gemma":[0.007561051,0.000397169,0.000298925,0.00146245,0.006673387,0.003262451,0.005467789,0.002571567,0.000152728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005212636,"about_ca_system_score_gemma":0.02639227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005180663,"about_ca_topic_score_gemma":0.01163327,"domain_scores_codex":[0.9925975,0.005148211,0.0006043543,0.0004577296,0.000625834,0.000566451],"domain_scores_gemma":[0.9853071,0.006197152,0.002833571,0.0007200342,0.002040656,0.002901444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001908296,0.0007376146,0.07269923,0.002400152,0.00008263857,0.007300282,0.4554641,0.0007865941,0.007604591,0.2899774,0.01301403,0.1497426],"study_design_scores_gemma":[0.00009519123,0.0004419499,0.07889275,0.002277753,0.00007714469,0.003236176,0.6389296,0.001134994,0.002561207,0.05856054,0.2136267,0.0001660514],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8732761,0.006857128,0.005451158,0.06661987,0.0003412013,0.0006699133,0.0000983588,0.0000277112,0.04665863],"genre_scores_gemma":[0.9868823,0.001700528,0.002932168,0.004728785,0.00003694404,0.000221055,0.00002235252,0.000007183223,0.003468646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01416537,"threshold_uncertainty_score":0.07491452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1665533465407237,"score_gpt":0.4584998148011195,"score_spread":0.2919464682603958,"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."}}