{"id":"W2015005628","doi":"10.1007/s12257-008-0184-3","title":"Ethanol production by Zymomonas mobilis CHZ2501 from industrial starch feedstocks","year":2008,"lang":"en","type":"article","venue":"Biotechnology and Bioprocess Engineering","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"GreenField Specialty Alcolhols (Canada)","funders":"","keywords":"Zymomonas mobilis; Fermentation; Ethanol fuel; Hydrolysis; Chemistry; Food science; Ethanol fermentation; Raw material; Starch; Ethanol; Biochemistry; 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":[0.0001580778,0.000825748,0.0004382461,0.0003678326,0.0001623941,0.000627641,0.0002850444,0.0002839378,0.0005516699],"category_scores_gemma":[0.0002396439,0.00017014,0.0003412715,0.0004241002,0.0001956146,0.0004087148,0.0003686202,0.0004455054,0.0002942622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003396349,"about_ca_system_score_gemma":0.0002713426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001367995,"about_ca_topic_score_gemma":0.001136384,"domain_scores_codex":[0.9998927,0.00001322244,0.00001203623,0.00001902869,0.00003161554,0.0000314095],"domain_scores_gemma":[0.9999294,0.00001866318,0.00001429875,0.00001120627,0.000008555911,0.00001779658],"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":[0.0002955703,0.00009551591,0.0004367921,0.00004015811,0.00001067913,0.000134386,0.00003046732,0.0003137137,0.9954731,0.00007673142,0.00005250718,0.003040347],"study_design_scores_gemma":[0.00001721678,0.0002090382,0.001975128,0.000005182091,0.00001747353,0.00009727022,0.00005005524,0.0006343102,0.9964581,0.00004174178,0.000486719,0.000007772728],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982107,0.0002920855,0.0007917027,0.00004799892,0.00001896412,0.000009434984,0.000160058,0.00003288194,0.0004362366],"genre_scores_gemma":[0.9968587,0.0002305805,0.001001916,0.00001456234,0.000005140878,0.000009308359,0.0005686745,0.00002275846,0.001288265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001367995,"threshold_uncertainty_score":0.002720058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473809467287162,"score_gpt":0.1829230297588408,"score_spread":0.1681849350859691,"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."}}