{"id":"W2386424518","doi":"","title":"Study on kinetics of kanamycin fermentation process in volume-varied system","year":2004,"lang":"en","type":"article","venue":"","topic":"Chromatography in Natural Products","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Kanamycin; Fermentation; Chemistry; Kinetics; Volume (thermodynamics); Phase (matter); Biochemistry; Chromatography; Thermodynamics; Antibiotics; Physics","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":[0.0000703121,0.0001225181,0.0001780034,0.000101856,0.00001631905,0.00001378416,0.0001525007,0.00006493506,0.00005059854],"category_scores_gemma":[0.00003919515,0.0001100988,0.00003146242,0.000391805,0.00002546596,0.00005769457,0.00002019703,0.0001264778,0.00001119345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001479171,"about_ca_system_score_gemma":0.00002306775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001360357,"about_ca_topic_score_gemma":0.00004916094,"domain_scores_codex":[0.9989598,0.00001207822,0.0003302113,0.0002566863,0.000300734,0.0001404213],"domain_scores_gemma":[0.9994868,0.00001310812,0.0001074011,0.0002836741,0.00007840061,0.00003059633],"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":[0.000245911,0.004736569,0.1791798,0.002549379,0.0001376486,0.00009133555,0.008130328,0.004886993,0.7971744,0.002292068,0.0001184012,0.0004571792],"study_design_scores_gemma":[0.002443335,0.0001934847,0.05452696,0.0002095659,0.0000245882,0.000006930757,0.01253409,0.00003993421,0.929676,0.0001688594,0.000003291262,0.0001729477],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897043,0.00002347057,0.000008281231,0.00005873345,0.00006052168,0.0002491781,0.000003689166,0.00008910935,0.009802786],"genre_scores_gemma":[0.9996428,5.895094e-7,0.0001208268,0.00001009198,0.0000313265,0.00001910973,0.00001060864,0.00001402611,0.0001506313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1325016,"threshold_uncertainty_score":0.4489697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397466223985069,"score_gpt":0.2742915938796817,"score_spread":0.2603169316398311,"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."}}