{"id":"W3013499703","doi":"10.1016/j.funbio.2020.03.005","title":"Production of ethanol and xylanolytic enzymes by yeasts inhabiting rotting wood isolated in sugarcane bagasse hydrolysate","year":2020,"lang":"en","type":"article","venue":"Fungal Biology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Bagasse; Hydrolysate; Ethanol fuel; Biology; Xylose; Fermentation; Pichia stipitis; Food science; Yeast; Xylanase; Botany; Biochemistry; Hydrolysis; Enzyme; Biotechnology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001329492,0.0001110372,0.0001752901,0.00007282157,0.00002160985,0.000005267063,0.00005663866,0.0001379288,0.00002634042],"category_scores_gemma":[0.00008507362,0.0001062977,0.00001954813,0.0001973248,0.00004915856,0.00006380238,0.00003780552,0.0002150058,0.00001094839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000183178,"about_ca_system_score_gemma":0.000008550887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002337825,"about_ca_topic_score_gemma":0.00000355696,"domain_scores_codex":[0.9992593,0.00005529541,0.00021961,0.0002412535,0.00003921342,0.0001853249],"domain_scores_gemma":[0.9997836,0.00001971594,0.00004644179,0.00007983958,0.0000192144,0.00005115648],"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":[0.00003556343,0.00001070665,0.01143563,0.0001744245,0.00001628986,0.000001657414,0.0003407341,0.0000658471,0.9834101,0.00001030527,0.000418283,0.004080494],"study_design_scores_gemma":[0.0005518965,0.0002393175,0.001611376,0.00004416224,0.00001238295,0.00003193197,0.0001696493,0.01399233,0.9809803,0.00003565259,0.00211194,0.0002190656],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964547,0.001289105,0.00005419335,0.001455671,0.000340319,0.0001570086,0.000006628225,0.0001293317,0.0001130378],"genre_scores_gemma":[0.9995471,0.00009580448,0.000102264,0.00007102182,0.0001217519,0.000004419982,0.00002186352,0.0000131072,0.00002264572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01392648,"threshold_uncertainty_score":0.4334693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00899847745636776,"score_gpt":0.2004528648489056,"score_spread":0.1914543873925379,"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."}}