{"id":"W1509882492","doi":"10.4324/9781315867243","title":"Popular Media, Social Emotion and Public Discourse in Contemporary China","year":2014,"lang":"en","type":"book","venue":"","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"China; Public discourse; Social media; Sociology; Political science; Media studies; Psychology; Politics","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":[0.001814475,0.0006899827,0.0004477215,0.001852104,0.009701456,0.008480106,0.0007486641,0.001881855,0.002246275],"category_scores_gemma":[0.001772197,0.0002421957,0.0002911529,0.004051126,0.01420228,0.004258225,0.003437895,0.001681755,0.0001409605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01445103,"about_ca_system_score_gemma":0.005818384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04173705,"about_ca_topic_score_gemma":0.03205767,"domain_scores_codex":[0.9987657,0.000540418,0.00003978411,0.00009124476,0.0002274903,0.0003354057],"domain_scores_gemma":[0.9992655,0.0003345985,0.0001537663,0.00003705199,0.00007328581,0.000135789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003498361,0.00007695157,0.008926083,0.0002198039,0.00002320849,0.0008371783,0.8523501,0.0002341155,0.0008586063,0.1165013,0.003997889,0.0159398],"study_design_scores_gemma":[0.00002470479,0.0001218891,0.06831173,0.0004102076,0.00006530147,0.0003793194,0.7872965,0.001280935,0.0006134151,0.0196318,0.121782,0.00008222579],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8306507,0.0112887,0.000298078,0.01379546,0.0002377056,0.00003617576,0.00003994828,0.00003145547,0.1436216],"genre_scores_gemma":[0.9905937,0.00295631,0.00004629563,0.0004658095,0.00009321824,0.00002527675,0.00001591968,0.000007507728,0.005795971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04173705,"threshold_uncertainty_score":0.1048501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04852216258253938,"score_gpt":0.3181352485881382,"score_spread":0.2696130860055989,"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."}}