{"id":"W3168379369","doi":"10.1111/1751-7915.13835","title":"Blocking utilization of major plant biomass polysaccharides leads <i>Aspergillus</i> <i>niger</i> towards utilization of minor components","year":2021,"lang":"en","type":"article","venue":"Microbial Biotechnology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Ministry of Infrastructure and Water Management; Stichting voor de Technische Wetenschappen; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Genome Canada","keywords":"Aspergillus niger; Bran; Biomass (ecology); Cellulose; Lignin; Biology; Starch; Biotechnology; Polysaccharide; Food science; Lignocellulosic biomass; Hypocrea; Biochemistry; Botany; Trichoderma reesei; Agronomy; Raw material; Cellulase","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":[0.00009544512,0.0001897479,0.0003247725,0.0003017197,0.00005332906,0.00001005504,0.0001976736,0.0005260771,0.00009703169],"category_scores_gemma":[0.00002876735,0.0001994213,0.00009088034,0.0006499416,0.0001923977,0.00007126262,0.0001140023,0.0001638451,0.0000126053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005381216,"about_ca_system_score_gemma":0.00003495567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008376705,"about_ca_topic_score_gemma":0.00002715049,"domain_scores_codex":[0.9988524,0.00003333714,0.0004524315,0.0002970107,0.0001219486,0.0002428629],"domain_scores_gemma":[0.9994011,0.000009842164,0.000124854,0.0003147268,0.0001159933,0.00003351619],"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":[0.00002589944,0.0000824276,0.000333428,0.0003696094,0.00004934028,0.000005872354,0.00006793851,0.00003685765,0.9926565,0.0001266838,0.0008593267,0.005386075],"study_design_scores_gemma":[0.0004739867,0.00004505635,0.0002547118,0.00006692523,0.0000338992,0.00005901954,0.00009411526,0.0008536957,0.9818669,0.00002160819,0.01605194,0.000178119],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932035,0.001463587,0.002712431,0.0007795718,0.001014706,0.0001727736,0.0002038744,0.0003365788,0.0001130156],"genre_scores_gemma":[0.9980472,0.0006114352,0.0008945569,0.00005491812,0.00004481136,0.000002119345,0.000259344,0.00002573181,0.00005988157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01519261,"threshold_uncertainty_score":0.8132166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574309334608112,"score_gpt":0.2227898260036327,"score_spread":0.1970467326575516,"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."}}