{"id":"W2191110595","doi":"10.1023/a:1010569025569","title":"The effect of specific growth rates on the recovery of amino acids","year":2001,"lang":"en","type":"article","venue":"Biotechnology Letters","topic":"Biopolymer Synthesis and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Corynebacterium glutamicum; Growth rate; Chemistry; Amino acid; Food science; Yield (engineering); Biochemistry; Biology","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":[0.000186054,0.0001029873,0.0001136076,0.00003422029,0.00009776188,0.000005922525,0.0003874641,0.000190406,0.000006686278],"category_scores_gemma":[0.00006338712,0.00005552524,0.00009217877,0.000135201,0.0005606393,0.000001027739,0.0000650442,0.0001023504,0.000007833236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004697103,"about_ca_system_score_gemma":0.000004738435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007085839,"about_ca_topic_score_gemma":0.000003243123,"domain_scores_codex":[0.9993931,0.00006322656,0.0001566184,0.0001797145,0.00006128589,0.0001460714],"domain_scores_gemma":[0.999199,0.0001229598,0.0001075615,0.0005453773,0.00001382358,0.00001122588],"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":[0.00007412254,0.00001275178,0.0009235105,0.000003196872,0.00004199511,4.049041e-7,0.000002058335,5.482402e-7,0.9848387,0.002052051,0.004969995,0.007080623],"study_design_scores_gemma":[0.0001085185,0.0002441638,0.001062961,0.000006786341,0.000009461432,0.000005235591,0.00001585428,0.000001171546,0.9609131,0.00004325186,0.03753283,0.00005672769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678897,0.0008024605,0.0004239154,0.03036222,0.00006714173,0.0001600205,0.000008133435,0.00001118991,0.0002752264],"genre_scores_gemma":[0.9981613,0.001250176,0.00005193441,0.0003700236,0.00005177785,0.000036169,0.000005920298,0.000009731619,0.00006295931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03256283,"threshold_uncertainty_score":0.2264254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005800090409708915,"score_gpt":0.2088009733138336,"score_spread":0.2030008829041247,"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."}}