{"id":"W2016281159","doi":"10.1385/abab:98-100:1-9:429","title":"Performance Testing of <e1>Zymomonas mobilis</e1> Metabolically Engineered for Cofermentation of Glucose, Xylose, and Arabinose","year":2002,"lang":"en","type":"article","venue":"Applied Biochemistry and Biotechnology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Zymomonas mobilis; Xylose; Ethanol fuel; Fermentation; Chemistry; Diammonium phosphate; Hydrolysate; Food science; Corn stover; Corn steep liquor; Sugar; Biomass (ecology); Lignocellulosic biomass; Cellulosic ethanol; Biochemistry; Biotechnology; Hydrolysis; Cellulose; Agronomy; Biology; Urea","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":[0.0004533285,0.0008762346,0.0004249662,0.0004091314,0.0002519296,0.0003605443,0.0005004699,0.0006304249,0.001089225],"category_scores_gemma":[0.001055003,0.0002397152,0.000300561,0.0004660135,0.0002446411,0.0004479029,0.0004048427,0.000333363,0.0007034671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000327042,"about_ca_system_score_gemma":0.0002906595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002911188,"about_ca_topic_score_gemma":0.001601505,"domain_scores_codex":[0.9990888,0.0001512654,0.00009047921,0.0002710094,0.0002661955,0.0001322424],"domain_scores_gemma":[0.9991713,0.0002480034,0.000134022,0.00009860284,0.0002425541,0.0001056969],"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":[0.0005637181,0.0002193299,0.000878718,0.00003596588,0.00001293663,0.00004182465,0.00003428889,0.0004050152,0.9954481,0.00003116018,0.00006012563,0.002268905],"study_design_scores_gemma":[0.000007458278,0.0004642894,0.001022837,0.000001296131,0.000009551543,0.00003513929,0.00001177301,0.0008242188,0.9974196,0.000004385888,0.0001949109,0.000004483512],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964624,0.000171339,0.002192354,0.00006477984,0.00002195087,0.00001972232,0.0004366179,0.0001808865,0.0004498988],"genre_scores_gemma":[0.9935801,0.0001965316,0.002804367,0.000034291,0.000008584439,0.00002614248,0.001071096,0.00005220586,0.002226794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002911188,"threshold_uncertainty_score":0.005788505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00957346303254188,"score_gpt":0.1849111188553003,"score_spread":0.1753376558227584,"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."}}