{"id":"W67217830","doi":"10.1007/10_2007_060","title":"Zymomonas mobilis for Fuel Ethanol and Higher Value Products","year":2007,"lang":"en","type":"review","venue":"Advances in biochemical engineering, biotechnology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":217,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Zymomonas mobilis; Ethanol fuel; Corn stover; Fermentation; Biofuel; Biochemical engineering; Biotechnology; Renewable fuels; Pulp and paper industry; Ethanol; Chemistry; Food science; Biochemistry; Biology; Engineering","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":[0.0004446554,0.001196465,0.001254851,0.002435302,0.0002321492,0.0009005669,0.0007625159,0.0008142758,0.002906786],"category_scores_gemma":[0.000358219,0.0003096496,0.0004127926,0.002800807,0.0003766865,0.00127519,0.0007852385,0.001127577,0.00271975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003949775,"about_ca_system_score_gemma":0.000747853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006735152,"about_ca_topic_score_gemma":0.001014417,"domain_scores_codex":[0.9998392,0.00001709091,0.00001855877,0.00003300297,0.00007456508,0.00001744809],"domain_scores_gemma":[0.9998795,0.00003304694,0.00003368161,0.000008719217,0.00003197147,0.00001308605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001115459,0.0001039698,0.0001184971,0.009852233,0.00006465977,0.0002943313,0.0000335785,0.0004949542,0.02068314,0.0024837,0.01245184,0.9533077],"study_design_scores_gemma":[0.00003577421,0.000143841,0.0006054275,0.00121663,0.00009532995,0.0009903486,0.00003469369,0.0001213527,0.009180592,0.001115503,0.9864427,0.00001783892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00101906,0.993695,0.001206352,0.0002846306,0.0003750911,0.00002326949,0.00005933384,0.0000376632,0.003299606],"genre_scores_gemma":[0.002654352,0.9902303,0.001550713,0.0002286459,0.0001689744,0.00002611284,0.000147845,0.000008276976,0.004984784],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002906786,"threshold_uncertainty_score":0.0097242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667942244596496,"score_gpt":0.2782702870467284,"score_spread":0.2615908646007634,"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."}}