{"id":"W2506778728","doi":"10.1038/srep30533","title":"Combined Detoxification and In-situ Product Removal by a Single Resin During Lignocellulosic Butanol Production","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; BioFuelNet Canada; Alexander von Humboldt-Stiftung","keywords":"Hydrolysate; Butanol; Clostridium beijerinckii; Fermentation; Chemistry; Acetone; Product inhibition; Substrate (aquarium); Guaiacol; Chromatography; Detoxification (alternative medicine); Food science; Hydrolysis; Ethanol; Biochemistry; Biology; Non-competitive inhibition; Enzyme","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001211048,0.0006498419,0.0003566499,0.0001397385,0.00011465,0.0003268777,0.0002357826,0.0002421202,0.0006522248],"category_scores_gemma":[0.00009063293,0.0001913315,0.0003805972,0.0001553758,0.0001497995,0.0003146047,0.0002834761,0.0004978834,0.0002900259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001574032,"about_ca_system_score_gemma":0.0001887431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006544683,"about_ca_topic_score_gemma":0.001352339,"domain_scores_codex":[0.9998598,0.000014488,0.000009812197,0.0000398898,0.00003870974,0.00003731698],"domain_scores_gemma":[0.9999278,0.000009134531,0.00002339656,0.00001054688,0.00001284636,0.00001636314],"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":[0.00001355071,0.000008735092,0.00003086268,0.0000235713,0.00000241459,0.00002273663,0.000006703536,0.00002227416,0.9993353,0.000009085206,0.000005588337,0.0005191659],"study_design_scores_gemma":[0.000001674908,0.00005945548,0.0005335767,0.000001456478,0.000007933334,0.00003943719,0.000007275206,0.0002014793,0.9986859,0.000004809682,0.0004544956,0.000002454376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903013,0.0004858125,0.00734306,0.0000554451,0.00002404351,0.00004477881,0.0001809979,0.0001198488,0.001444699],"genre_scores_gemma":[0.9905586,0.0004701366,0.006218987,0.00003197981,0.000009382511,0.0000312867,0.0002283935,0.00004644266,0.002404907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006544683,"threshold_uncertainty_score":0.002181888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009323220142186776,"score_gpt":0.1868888539340731,"score_spread":0.1775656337918863,"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."}}