{"id":"W4390780530","doi":"10.1353/seo.2023.a916924","title":"Guest Editor's Introduction","year":2023,"lang":"en","type":"article","venue":"Seoul journal of Korean studies","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grassroots; Realm; Media studies; Diaspora; Redress; Gender studies; Conversation; Sociology; Political science; Law; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.001090849,0.00009123967,0.0002747943,0.0001306851,0.0005450245,0.00002345458,0.0001451004,0.00004545727,0.00001203935],"category_scores_gemma":[0.001635568,0.00006475233,0.0001063708,0.0004568052,0.0003985012,0.0002120843,0.0000537796,0.0001682697,0.00007963734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008513164,"about_ca_system_score_gemma":0.0000864233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001639367,"about_ca_topic_score_gemma":0.0001911353,"domain_scores_codex":[0.9987794,0.0001023924,0.0002705011,0.00009734093,0.0004980039,0.0002523577],"domain_scores_gemma":[0.9988629,0.0001500437,0.0002182961,0.00006887055,0.0006131345,0.00008682016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001163503,0.00001302763,0.001068621,0.000008615395,0.0002186209,0.0000317508,0.0571454,0.000002026296,0.00005148704,0.001008772,0.9369601,0.003479943],"study_design_scores_gemma":[0.0001352199,0.00006925524,0.0009020359,0.00002786684,0.00005281326,0.000006456828,0.2018511,8.535697e-8,0.00008109444,0.001189606,0.7956197,0.0000647992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.1745209,0.03604124,0.00005646074,0.368755,0.3255144,0.0006367999,0.00001642094,0.0005672836,0.09389154],"genre_scores_gemma":[0.4365166,0.04477658,0.0003575876,0.0002809713,0.5037403,0.000007941422,0.000002986272,0.00002407013,0.01429302],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.368474,"threshold_uncertainty_score":0.4191943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04194457553166182,"score_gpt":0.3758733688659268,"score_spread":0.333928793334265,"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."}}