{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009651927,0.0003772459,0.0001644236,0.00009113811,0.00009504196,0.000377859,0.0001955128,0.0001605265,0.0005750561],"category_scores_gemma":[0.00007905266,0.0001103386,0.0002097955,0.0001008209,0.0001548023,0.0001414379,0.0001731886,0.0004425442,0.0003007912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002384255,"about_ca_system_score_gemma":0.000232676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001279083,"about_ca_topic_score_gemma":0.0014932,"domain_scores_codex":[0.9998857,0.00001830067,0.00001297056,0.00003153408,0.00002386638,0.00002768681],"domain_scores_gemma":[0.9999187,0.00001581805,0.00002524273,0.00001169393,0.000008308614,0.00002012921],"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":[0.00002351144,0.000009662223,0.0001143537,0.00000857952,0.000001347782,0.00001080108,0.000002591068,0.00003144006,0.9993683,0.00003809643,0.00000913922,0.0003823478],"study_design_scores_gemma":[0.000002614008,0.00005696457,0.001855986,0.000003583131,0.00000570096,0.00006785917,0.00001821605,0.0006098772,0.9964975,0.00003275542,0.0008470784,0.00000192691],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902085,0.0008000042,0.006441286,0.0001261325,0.0000203298,0.00002714051,0.0004162622,0.0001232388,0.001837053],"genre_scores_gemma":[0.9930766,0.0004900308,0.004316544,0.00006171458,0.00000378527,0.00001953465,0.0005045923,0.00002572215,0.001501516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001279083,"threshold_uncertainty_score":0.002543211,"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."}}