{"id":"W2164977843","doi":"10.5539/ass.v5n12p125","title":"Thoughts on Supervision over Biopharmaceuticals in China","year":2009,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biopharmaceutical; Status quo; China; Food and drug administration; Business; Pharmaceutical industry; Production (economics); Risk analysis (engineering); Pharmacology; Economics; Biotechnology; Medicine; Political science; Market economy; Law","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":[0.0002427968,0.00006193377,0.0001059667,0.0001289514,0.0001855701,0.000009341969,0.0001285542,0.0006926727,0.0000471774],"category_scores_gemma":[0.00004681528,0.00004548918,0.00003131154,0.0008767457,0.0003830638,0.00006978045,0.00001906765,0.0009783767,0.00004459735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004954536,"about_ca_system_score_gemma":0.00005178644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003883699,"about_ca_topic_score_gemma":0.000001039784,"domain_scores_codex":[0.999235,0.00001342472,0.00009376616,0.0002006119,0.0002131093,0.0002440585],"domain_scores_gemma":[0.9998032,0.000006170123,0.00001574509,0.00009696563,0.00001177968,0.00006611469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001216834,0.0003602938,0.001395995,0.000005270595,0.000004477888,0.0001356508,0.001738127,1.100506e-7,0.08140027,0.08750802,0.0006355586,0.8266945],"study_design_scores_gemma":[0.0006255853,0.0002129374,0.9661552,0.00004286981,0.00000737319,0.00001141256,0.0001022161,0.00003300878,0.02343762,0.00332438,0.005962336,0.00008503068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5258673,0.000105861,0.00002503099,0.1028672,0.0002525752,0.0001788917,6.737189e-7,0.00008757195,0.3706149],"genre_scores_gemma":[0.9967971,0.0000662012,0.00007957312,0.002721062,0.0001480978,6.706049e-7,4.577973e-7,0.000002103383,0.0001847232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9647592,"threshold_uncertainty_score":0.5342526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327830558607597,"score_gpt":0.3385688571257969,"score_spread":0.325290551539721,"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."}}