{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001852819,0.0007012702,0.0003326306,0.0003026538,0.0002301534,0.000664668,0.000325645,0.0002268793,0.0006338237],"category_scores_gemma":[0.0002563252,0.0001520113,0.0002873988,0.0004889244,0.0002796841,0.0003510585,0.0003419766,0.0004116971,0.0001633334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001630205,"about_ca_system_score_gemma":0.0003216459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004039797,"about_ca_topic_score_gemma":0.003540795,"domain_scores_codex":[0.9998461,0.000016971,0.00001301399,0.00002858941,0.00003900612,0.00005629655],"domain_scores_gemma":[0.9998828,0.0000276219,0.00001316649,0.000008720694,0.00002773842,0.00003998617],"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":[0.0002908917,0.00007106901,0.001343799,0.0000360906,0.00001268282,0.0001477825,0.00008053704,0.0001364034,0.9963776,0.00004226773,0.00001789114,0.001442907],"study_design_scores_gemma":[0.00001426991,0.0004865712,0.02549282,0.00001103491,0.00005103813,0.0002218336,0.0005457859,0.0009253885,0.9717237,0.00003889492,0.0004777315,0.0000108203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990638,0.0001370554,0.0002783624,0.00001510062,0.00001019905,0.000007420746,0.0001333494,0.000005656578,0.0003490834],"genre_scores_gemma":[0.9972975,0.0002286102,0.0006562197,0.00001070609,0.000007384717,0.000008014237,0.0005748883,0.000008101256,0.001208568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004039797,"threshold_uncertainty_score":0.00803256,"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."}}