{"id":"W2371447577","doi":"","title":"Medium Optimization for 1,3-Propanediol Production by Clostridium butyricum","year":2012,"lang":"en","type":"article","venue":"","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Clostridium butyricum; 1,3-Propanediol; Fermentation; Glycerol; Yield (engineering); Food science; Raw material; Propanediol; Yeast extract; Chemistry; Production (economics); Biochemistry; Materials science; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003447904,0.0007075695,0.0004483036,0.0003912667,0.0002685504,0.0006385701,0.0004658203,0.0003191498,0.0003387049],"category_scores_gemma":[0.0004206414,0.000228724,0.0004615874,0.0003638434,0.0001557665,0.0002960697,0.0004471228,0.0003310317,0.00008474281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004694743,"about_ca_system_score_gemma":0.0005540005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001752997,"about_ca_topic_score_gemma":0.002718969,"domain_scores_codex":[0.9998272,0.00003619238,0.00001480026,0.00003364617,0.00005852175,0.0000297163],"domain_scores_gemma":[0.9999267,0.00001949956,0.00002242221,0.000005503488,0.00001710094,0.000008827935],"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":[0.0004267424,0.0002689234,0.002777621,0.0003894278,0.00005513351,0.0001939437,0.00004564107,0.1881633,0.7638867,0.0005378202,0.00009826454,0.04315648],"study_design_scores_gemma":[0.00008693823,0.001442191,0.003210829,0.00002879485,0.0001131182,0.0001319329,0.00009561819,0.4289592,0.5628486,0.0004940462,0.002547535,0.00004116183],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9092895,0.001084528,0.08743382,0.00008253726,0.00003923768,0.0001080636,0.00008652058,0.0001743647,0.001701341],"genre_scores_gemma":[0.9479616,0.0006095286,0.05054488,0.00002677594,0.000004669889,0.00007795933,0.000152531,0.00002283907,0.0005992506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001752997,"threshold_uncertainty_score":0.00348556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006398761840997814,"score_gpt":0.2191174854147294,"score_spread":0.2127187235737316,"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."}}