{"id":"W2950686963","doi":"10.1089/ind.2019.0002","title":"Acetone–Butanol–Ethanol Production from Eastern Canadian Yellow Birch and Screening of Isopropanol–Butanol–Ethanol-Producing Strains","year":2019,"lang":"en","type":"article","venue":"Industrial Biotechnology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Natural Resources Canada","funders":"","keywords":"Clostridium acetobutylicum; Fermentation; Butanol; Clostridium beijerinckii; Acetone; Chemistry; Biofuel; Ethanol; Raw material; Acetic acid; Food science; Hydrolysis; Sugar; Biomass (ecology); Solvent; Biochemistry; Organic chemistry; Biotechnology; Biology; Agronomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003170584,0.0008730356,0.0004303579,0.0005925617,0.0006574124,0.0004948216,0.0004919307,0.0002977421,0.0005882871],"category_scores_gemma":[0.0003203081,0.0001937219,0.0004436534,0.001259731,0.0002059065,0.0002128713,0.0005161318,0.0004714298,0.0003191914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001395326,"about_ca_system_score_gemma":0.001985359,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3631119,"about_ca_topic_score_gemma":0.4833819,"domain_scores_codex":[0.9994307,0.00003037024,0.00006025092,0.00008810242,0.0002537317,0.0001366977],"domain_scores_gemma":[0.9997243,0.0000179664,0.00002678687,0.00001371434,0.0001751566,0.00004194536],"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":[0.0001535816,0.0001941118,0.00413085,0.0001354859,0.00001289166,0.0003089225,0.00009936591,0.0003997906,0.9896231,0.00007758437,0.0001633225,0.004700941],"study_design_scores_gemma":[0.00004469181,0.001232925,0.1777793,0.00005551365,0.0001468838,0.0007345417,0.001946508,0.003757256,0.8053071,0.00006447802,0.008857199,0.00007357564],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924137,0.0006651334,0.001551564,0.0001434204,0.00002463065,0.0002559574,0.002505667,0.00004703243,0.002392881],"genre_scores_gemma":[0.963946,0.001855243,0.01428942,0.0001347386,0.00001356612,0.0001667622,0.008914405,0.00003876942,0.01064113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.636888,"threshold_uncertainty_score":0.7219968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02786384392587635,"score_gpt":0.2094863742431771,"score_spread":0.1816225303173008,"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."}}