{"id":"W2353326576","doi":"","title":"Optimization of fermentation conditions of antibacterial material production by Bacillus subtilis C3","year":2014,"lang":"en","type":"article","venue":"China Brewing","topic":"Biopolymer Synthesis and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Bacillus subtilis; Fermentation; Aspergillus niger; Food science; Antibacterial activity; Volume (thermodynamics); Spore; Chemistry; Bacteria; Biology; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009056902,0.00006790616,0.00009595552,0.00002343719,0.00005859726,0.000009746385,0.00006450233,0.00006349565,0.00005856814],"category_scores_gemma":[0.00003238622,0.0000689482,0.00003667348,0.0000556717,0.00006158125,0.000008009035,0.00002208848,0.00001747761,7.247984e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004673892,"about_ca_system_score_gemma":0.00001277503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003275703,"about_ca_topic_score_gemma":0.000001329474,"domain_scores_codex":[0.9994765,0.00003682982,0.0001926811,0.0001613422,0.00005990478,0.00007274855],"domain_scores_gemma":[0.9996302,0.000002675847,0.0001376334,0.0001684824,0.00004177406,0.00001930987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002578903,0.00005074914,0.0002185022,0.00002046755,0.00001314758,7.009929e-9,0.00003811704,0.000278421,0.9975039,0.00006742189,0.0004821343,0.001301284],"study_design_scores_gemma":[0.0001616697,0.00006125974,0.003932526,0.00001268223,0.00001931683,0.000001722164,0.00002382929,0.0002619769,0.994774,0.00001971229,0.0006635498,0.00006774323],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891176,0.000027613,0.009967149,0.00009871164,0.0002219711,0.0001148557,0.0001175407,0.000007065133,0.000327527],"genre_scores_gemma":[0.9976909,0.00002817402,0.000880737,0.00001186455,0.0001955325,0.00001272432,0.001095848,0.00001013889,0.00007405236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009086411,"threshold_uncertainty_score":0.2811626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004951094386121286,"score_gpt":0.222546144344638,"score_spread":0.2175950499585167,"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."}}