{"id":"W7164922453","doi":"10.1080/17153379.2024.12558478","title":"Vulgar Beauty: Acting Chinese in the Global Sensorium.","year":2024,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"China","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":[],"consensus_categories":[],"category_scores_codex":[0.0007003173,0.0001115061,0.0001248459,0.00001510079,0.000869464,0.000206217,0.0002113811,0.00006987417,0.00008264538],"category_scores_gemma":[0.00009998966,0.00006337201,0.0001068557,0.0006549439,0.0002235328,0.0001761518,0.00006162832,0.0001815231,0.0001902908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002410616,"about_ca_system_score_gemma":0.00005062724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007789544,"about_ca_topic_score_gemma":0.005828275,"domain_scores_codex":[0.998798,0.0001898356,0.0001361191,0.0001980125,0.0003184308,0.0003596359],"domain_scores_gemma":[0.9996682,0.0001605146,0.0000217266,0.00007900757,0.00002809205,0.00004242933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000151592,0.00004521168,0.008184684,0.00002929601,0.00004873185,0.0001459372,0.7892445,0.000005426185,0.00001783864,0.1844421,0.007726975,0.01009407],"study_design_scores_gemma":[0.00004382034,0.00001543888,0.002250842,0.00003000567,0.000008314827,0.000002685522,0.8997973,0.00002537944,8.294674e-7,0.01601949,0.08168817,0.0001177972],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03140652,0.0008818766,0.00001162155,0.009177792,0.001283194,0.0001656642,0.00001051023,0.0001318458,0.956931],"genre_scores_gemma":[0.9959151,0.0001215984,0.00002738833,0.00001723649,0.0009781629,0.00001694686,0.000002631776,0.000004760571,0.002916249],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9645085,"threshold_uncertainty_score":0.6687302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832891972507949,"score_gpt":0.3315586253612182,"score_spread":0.3132297056361387,"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."}}