{"id":"W7164944729","doi":"10.1080/17153379.2022.12558117","title":"South Korea’s Webtooniverse and the Digital Comic Revolution.","year":2022,"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":"Comics; Digital media; Comic strip","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003306545,0.00006427231,0.0001060738,0.00002076795,0.001688098,0.00004847883,0.000127339,0.00001953165,0.0001600221],"category_scores_gemma":[0.0001120399,0.0000444278,0.00005375868,0.0001452639,0.0008845771,0.0000827538,0.0001168747,0.000129298,0.00004198914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007258658,"about_ca_system_score_gemma":0.0000672892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007084709,"about_ca_topic_score_gemma":0.00007857811,"domain_scores_codex":[0.9992307,0.0001145906,0.00007662553,0.0001380316,0.0002500953,0.000189967],"domain_scores_gemma":[0.9996922,0.00009004519,0.00004815511,0.00009463539,0.00001793413,0.00005703625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009144445,0.00002990907,0.002467962,0.000004634686,0.00005836849,0.00001131422,0.7371361,0.0000036789,0.00000252866,0.1634903,0.09209719,0.004606543],"study_design_scores_gemma":[0.0002996513,0.000009406228,0.0001057861,0.000001296013,0.00001189303,0.000001517842,0.7143245,0.000004505212,2.086961e-7,0.0008429994,0.2843485,0.00004975265],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001380731,0.0008544648,0.00001961818,0.004506521,0.0003621057,0.0002205043,0.00004225952,0.00005806472,0.9925557],"genre_scores_gemma":[0.9830426,0.0001366932,0.00001823014,0.00001837558,0.0001426909,0.00003041287,0.000004991281,0.000004422527,0.01660159],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9816619,"threshold_uncertainty_score":0.9996116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085950508302091,"score_gpt":0.2208355405945664,"score_spread":0.2099760355115455,"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."}}