{"id":"W2391372550","doi":"","title":"Screening a novel γ-polyglutamic acid producing strain and optimization of its culture medium","year":2011,"lang":"en","type":"article","venue":"China Brewing","topic":"Biopolymer Synthesis and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Polyglutamic acid; Bacillus subtilis; Yield (engineering); Strain (injury); Chemistry; Ammonium sulfate; Dispersity; Biochemistry; Ammonium; Sodium Glutamate; Glutamic acid; Food science; Bacteria; Chromatography; Amino acid; Organic chemistry; Biology; Materials science","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":[0.000105643,0.00009629154,0.00009467176,0.00002453667,0.00008125288,0.00001043498,0.0001006999,0.0000884429,0.00001340136],"category_scores_gemma":[0.00003685701,0.00008699601,0.00003316617,0.00006862235,0.0000443726,0.000007454287,0.00006655916,0.00005473033,3.292305e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002355057,"about_ca_system_score_gemma":0.00001789028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001477799,"about_ca_topic_score_gemma":0.000002946955,"domain_scores_codex":[0.9994235,0.00001163273,0.0001412754,0.0002461074,0.00005699007,0.0001204791],"domain_scores_gemma":[0.9996719,0.000001915022,0.00008146756,0.0001762404,0.00002699087,0.00004149673],"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":[0.000008950971,0.00003157421,0.0002490606,0.00002161293,0.00002237874,1.337504e-7,0.0007629668,0.00008988556,0.9935196,0.0000852725,0.00002478372,0.005183795],"study_design_scores_gemma":[0.0001800978,0.00004412183,0.005877488,0.00004900742,0.00002214438,0.00001263215,0.0001882537,0.001177039,0.9921346,0.000008174342,0.000186932,0.0001195212],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6733204,0.005145684,0.3189736,0.0002178172,0.00008000214,0.0003156727,0.0000880461,0.00003038998,0.001828356],"genre_scores_gemma":[0.967066,0.0001070325,0.03253751,0.00004479578,0.00009556849,0.00001090755,0.00004503643,0.00001462928,0.00007852968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2937455,"threshold_uncertainty_score":0.3547594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085780583364866,"score_gpt":0.2313910657466114,"score_spread":0.2105332599129627,"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."}}