{"id":"W6889892332","doi":"10.33526/ejks.20242302.349","title":"Historiography of the Korean Wave: Cultural Shifts of Genres and Themes in the Screen Industry","year":2024,"lang":"en","type":"article","venue":"European Journal of Korean Studies","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Theme (computing); Zombie; Sociocultural evolution; Historiography; Diversification (marketing strategy); Cultural analysis; Popular culture; Cultural memory; Ethnic group","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":[0.00109053,0.0004052833,0.0001334612,0.001755757,0.00313685,0.003943783,0.0003887674,0.0004430043,0.004998427],"category_scores_gemma":[0.001064027,0.00024004,0.0001822632,0.003758128,0.002928859,0.004315071,0.00156602,0.00158967,0.0004119109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003109701,"about_ca_system_score_gemma":0.001634874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01443566,"about_ca_topic_score_gemma":0.02783084,"domain_scores_codex":[0.9996995,0.0001135451,0.0000283414,0.00004888384,0.0000521299,0.00005771256],"domain_scores_gemma":[0.9993562,0.000232099,0.000100655,0.00005168802,0.0001532303,0.0001061076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001349445,0.00005934155,0.02269487,0.0007887202,0.00002602671,0.001761302,0.753437,0.0001652083,0.004742303,0.1194522,0.02040831,0.07632978],"study_design_scores_gemma":[0.000006093167,0.00005100695,0.03805904,0.0005487159,0.00002857392,0.0007471053,0.491822,0.000172808,0.00123678,0.001888822,0.4653996,0.00003939899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7677909,0.02021271,0.002489615,0.01056512,0.001421505,0.00009083147,0.0006373622,0.00004508903,0.1967468],"genre_scores_gemma":[0.9504427,0.01627567,0.0006711793,0.001399398,0.0002713393,0.00004465902,0.0002157403,0.00007943577,0.03059988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01443566,"threshold_uncertainty_score":0.02870327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06591690019277624,"score_gpt":0.3289980788566856,"score_spread":0.2630811786639093,"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."}}