{"id":"W4328096328","doi":"10.54691/bcpbm.v39i.4181","title":"Chinese Celebrity Culture and Influencers in Live-streaming","year":2023,"lang":"en","type":"article","venue":"BCP Business & Management","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":"China; Influencer marketing; Chinese culture; Popular culture; History of China; Civilization; Media studies; History; Advertising; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007037273,0.0001431229,0.0001200385,0.0008256756,0.002745616,0.00189611,0.0003414224,0.0002689342,0.002048791],"category_scores_gemma":[0.001898436,0.00008548872,0.0001366371,0.001260466,0.003272497,0.001547898,0.001154255,0.0004735558,0.00007043182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002821013,"about_ca_system_score_gemma":0.001463817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05040721,"about_ca_topic_score_gemma":0.05930239,"domain_scores_codex":[0.9997166,0.00008455266,0.00001190986,0.00003489724,0.00006746779,0.00008463584],"domain_scores_gemma":[0.9991891,0.000209471,0.0002232118,0.00005815836,0.00009384202,0.0002262541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001239035,0.00008525886,0.5048522,0.0001139954,0.00004619702,0.001093655,0.337772,0.0006057426,0.001120795,0.09520195,0.002604825,0.05637942],"study_design_scores_gemma":[0.000006795675,0.00006221772,0.8054062,0.00007355213,0.00004765419,0.0002333822,0.1625495,0.002348211,0.0005831746,0.005534437,0.02312237,0.00003247004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710234,0.0002370106,0.0002533794,0.000448519,0.00001331574,0.000009406351,0.00002204105,0.000003718675,0.02798926],"genre_scores_gemma":[0.999008,0.00013708,0.00005003465,0.00001814269,0.000006159796,0.000002802227,0.000007970182,0.000001313493,0.0007684356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05040721,"threshold_uncertainty_score":0.1002276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221318263936466,"score_gpt":0.3014316196173316,"score_spread":0.289218436977967,"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."}}