{"id":"W2097373341","doi":"10.1177/1461444814554895","title":"The social mediascape of transnational Korean pop culture: <i>Hallyu 2.0</i> as spreadable media practice","year":2014,"lang":"en","type":"article","venue":"New Media & Society","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Simon Fraser University","funders":"","keywords":"Affordance; Social media; Phenomenon; Popular culture; Sociology; Cultural phenomenon; Korean Wave; Perspective (graphical); Sociality; Media studies; Advertising; Political science; Social science; Psychology; Business; Art","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":[0.001825176,0.0003761063,0.0001789961,0.0007403839,0.004107009,0.005606032,0.0004382304,0.0006044086,0.002168339],"category_scores_gemma":[0.001408732,0.0002217449,0.0002105104,0.001200821,0.00603382,0.005767991,0.005117171,0.001271294,0.0001394397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438345,"about_ca_system_score_gemma":0.001633417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003667411,"about_ca_topic_score_gemma":0.009069999,"domain_scores_codex":[0.9994128,0.0003037539,0.00002622535,0.00006541344,0.00005696567,0.0001349489],"domain_scores_gemma":[0.9989011,0.0004097847,0.0002444018,0.0001298202,0.00009688579,0.0002180012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009023559,0.00007655771,0.03424983,0.0002527919,0.00001711077,0.001586719,0.8840426,0.00009044339,0.00504498,0.04277877,0.001466021,0.03030395],"study_design_scores_gemma":[0.00000376726,0.0000527544,0.0178436,0.0001221771,0.00001121464,0.0003467592,0.9592119,0.0001167683,0.0007217532,0.001300287,0.02024888,0.00002010468],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815602,0.0003445591,0.000570597,0.0006983305,0.00003921998,0.00001960529,0.00001949846,0.000008969203,0.01673898],"genre_scores_gemma":[0.9981763,0.0001703869,0.0002056617,0.0001341412,0.000007443457,0.00001448224,0.00001357719,0.000008417433,0.001269565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005606032,"threshold_uncertainty_score":0.010436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187704734778883,"score_gpt":0.3058763183826613,"score_spread":0.287105844904773,"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."}}