{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00486241,0.002289489,0.00172378,0.003040256,0.002823669,0.008336909,0.003962199,0.006970707,0.2523788],"category_scores_gemma":[0.03506961,0.0007832357,0.001649242,0.001265702,0.001252412,0.004642612,0.00340435,0.007537269,0.1311935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002211072,"about_ca_system_score_gemma":0.004838615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001104659,"about_ca_topic_score_gemma":0.001784875,"domain_scores_codex":[0.9955602,0.0006389787,0.0004619638,0.0007271176,0.002008161,0.0006034603],"domain_scores_gemma":[0.972322,0.004131879,0.001525721,0.001173047,0.01650275,0.004344604],"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":[0.00001236972,0.000005780948,0.00002635044,0.00008529249,0.000001747578,0.00006946066,0.00001243786,0.00001731027,0.0000385083,0.0002862113,0.9917448,0.007699755],"study_design_scores_gemma":[0.00001035247,0.00001326305,0.00009984052,0.0001902375,0.000003581931,0.000122555,0.00004247039,0.00004150711,0.00006246918,0.0004325033,0.9989711,0.00001002431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001196086,0.002515945,0.0003709022,0.0394178,0.9357536,0.0000953249,0.0003066924,0.0003498726,0.02107026],"genre_scores_gemma":[0.002876039,0.00587267,0.001010976,0.04659863,0.7754716,0.000262469,0.0006121843,0.0006745118,0.1666209],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2523788,"threshold_uncertainty_score":0.8442911,"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."}}