{"id":"W4409856890","doi":"10.36782/jobmark.v1i1.69","title":"Consuming Korea Global Branding and Soft Diplomacy from the Lens of K-Drama Cyber Travelers","year":2024,"lang":"en","type":"article","venue":"Jobmark Journal of Branding and Marketing Communication","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Diplomacy; Drama; Lens (geology); Soft power; Nation branding; Political science; Business; Public relations; Engineering; China; Art; Literature","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003665633,0.00009776347,0.0002334709,0.00004540221,0.0007520014,0.0001377879,0.0002136242,0.00006834709,0.00001057618],"category_scores_gemma":[0.00136308,0.00006758961,0.00008253952,0.000192784,0.0004513582,0.0002945152,0.00008659595,0.0002635334,3.538057e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006112783,"about_ca_system_score_gemma":0.00008762273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003063918,"about_ca_topic_score_gemma":0.0003160514,"domain_scores_codex":[0.998543,0.0005752806,0.0003666255,0.0001015955,0.0002554913,0.0001579672],"domain_scores_gemma":[0.996425,0.003010043,0.000271083,0.0001255555,0.0001037395,0.00006452742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007812375,0.00007940872,0.2332803,0.0002582055,0.001146632,0.00001728107,0.2302241,0.000004406087,0.002540056,0.01431651,0.01474294,0.502609],"study_design_scores_gemma":[0.002969665,0.0001317939,0.5098714,0.009738166,0.001200259,0.0001245414,0.2142853,0.0003973236,0.0001398739,0.01284552,0.2476519,0.0006443211],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8861082,0.06615116,0.00043924,0.01597354,0.0004244564,0.0001909024,0.00001534786,0.00003747776,0.03065963],"genre_scores_gemma":[0.9782974,0.02058987,0.000786465,0.00007806272,0.0001780359,0.000001385201,0.000001876672,0.000006894637,0.00006004532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5019647,"threshold_uncertainty_score":0.5783862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295948796922366,"score_gpt":0.3121100718619761,"score_spread":0.2891505838927525,"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."}}