{"id":"W1948708816","doi":"10.1002/bbb.1564","title":"Enhanced biobutanol production using novel clostridial fusants in simultaneous saccharification and fermentation of green renewable agriculture residues","year":2015,"lang":"en","type":"article","venue":"Biofuels Bioproducts and Biorefining","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Agriculture and Agri-Food Canada","keywords":"Clostridium beijerinckii; Clostridium thermocellum; Clostridium acetobutylicum; Clostridia; Fermentation; Clostridium; Food science; Clostridiaceae; Chemistry; Hydrolysis; Enzymatic hydrolysis; Biotechnology; Butanol; Biochemistry; Cellulase; Biology; Bacteria; Enzyme; Ethanol","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":[0.0001889084,0.0006384614,0.0002778402,0.0002890393,0.0001439578,0.0002887986,0.0001865759,0.0002245454,0.0003351392],"category_scores_gemma":[0.00008054455,0.0001299863,0.0003077589,0.0003352002,0.0001238991,0.0002304017,0.0003296058,0.0003348856,0.000112392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002611039,"about_ca_system_score_gemma":0.0001845008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005882605,"about_ca_topic_score_gemma":0.0009683536,"domain_scores_codex":[0.9998305,0.00002271882,0.00001496115,0.00002670666,0.00007262823,0.00003247683],"domain_scores_gemma":[0.9999362,0.000005349973,0.00002266541,0.000006541902,0.0000112129,0.00001802944],"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":[0.00002328211,0.00001625431,0.00008165307,0.00001138024,0.000002508255,0.00002795735,0.000004524924,0.00005532748,0.9993351,0.00001939323,0.000005451375,0.0004171757],"study_design_scores_gemma":[0.000005866484,0.0001799593,0.001986827,0.000003256961,0.00001369832,0.0001008133,0.00002173444,0.0007425043,0.9963067,0.00001518645,0.0006187234,0.000004823006],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966913,0.0002642015,0.002520608,0.000027053,0.000015361,0.00002086325,0.0001363752,0.00002592183,0.0002983259],"genre_scores_gemma":[0.9944881,0.0002563276,0.004187829,0.00001259334,0.000004114901,0.00002148779,0.0002774641,0.000009270119,0.000742822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006384614,"threshold_uncertainty_score":0.001894414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03580774635650114,"score_gpt":0.2391340788371778,"score_spread":0.2033263324806766,"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."}}