{"id":"W7164924653","doi":"10.1080/17153379.2019.12559457","title":"Communication, Digital Media, and Popular Culture in Korea: Contemporary Research and Future Prospects.","year":2019,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Popular culture; Digital culture; Digital media","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007038229,0.0001996311,0.0001804375,0.001142268,0.0009847245,0.003315019,0.0003467258,0.0005195438,0.004233712],"category_scores_gemma":[0.001133553,0.000143428,0.0001366476,0.002847274,0.002044105,0.004540656,0.00105819,0.000786055,0.0001799909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009508763,"about_ca_system_score_gemma":0.001909857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01231332,"about_ca_topic_score_gemma":0.03167901,"domain_scores_codex":[0.9997782,0.00008668165,0.00001589311,0.00003358521,0.00002004979,0.00006561896],"domain_scores_gemma":[0.9987631,0.0004743185,0.0003249174,0.00003455037,0.0001545313,0.0002485907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002999859,0.0006171982,0.5186583,0.002159542,0.0001902358,0.001114808,0.05845634,0.0003507341,0.001750922,0.09221546,0.008921303,0.3152651],"study_design_scores_gemma":[0.00001718164,0.0001836371,0.6803057,0.001517159,0.0001581339,0.0005000046,0.2551487,0.0005301255,0.0003988885,0.01142165,0.04975985,0.00005890317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8175108,0.1255828,0.0003054338,0.02330917,0.0002864634,0.00001817342,0.000319146,0.00001323702,0.0326549],"genre_scores_gemma":[0.9622393,0.03564151,0.0001224046,0.0006655102,0.00009269318,0.000008970658,0.00005455026,0.000002947008,0.001172063],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01231332,"threshold_uncertainty_score":0.02448332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03128878773701639,"score_gpt":0.3063925134216466,"score_spread":0.2751037256846302,"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."}}