{"id":"W2302178195","doi":"10.14288/1.0045106","title":"Pop goes Korea : Behind the Revolution in Movies, Music, and Internet Culture : [book review]","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"The Internet; Media studies; Popular culture; Art; Advertising; History; Political science; Sociology; Computer science; World Wide Web; Business","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":[0.0003402899,0.00003249042,0.0001792895,0.0000135285,0.0003550493,0.00004055799,0.0002339143,0.00009897107,0.0001933278],"category_scores_gemma":[0.0001419156,0.00007123594,0.00005357021,0.0001409543,0.0007597053,0.0002694916,0.00009604842,0.0002305012,0.000007273387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003362101,"about_ca_system_score_gemma":0.00005811308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1644164,"about_ca_topic_score_gemma":0.9481637,"domain_scores_codex":[0.999284,0.00008267444,0.00008051682,0.000195343,0.000183934,0.0001734808],"domain_scores_gemma":[0.9996021,0.00003057235,0.00008106419,0.0001155989,0.0001036872,0.00006692865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000002955805,0.00004137168,0.01126711,0.0001121957,0.00002104903,0.00003467806,0.03392252,1.82604e-8,0.00004215571,0.00004812106,0.6625807,0.2919272],"study_design_scores_gemma":[0.000184285,0.00001611196,0.5748535,0.0003534473,0.0000314084,0.000007474735,0.01922167,0.000001151388,1.26122e-7,0.0001838013,0.4050644,0.00008258243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8464673,0.06770825,0.00001610487,0.009135483,0.0005621581,0.001014393,0.00007355887,0.00007104594,0.07495166],"genre_scores_gemma":[0.9350622,0.0423083,0.0001154131,0.0008550179,0.0001356107,0.000001532328,0.000009648817,0.000005081578,0.02150716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7837473,"threshold_uncertainty_score":0.8411478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00775221717085943,"score_gpt":0.1995141809846493,"score_spread":0.1917619638137899,"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."}}