{"id":"W2916629643","doi":"10.1016/j.nbt.2019.02.005","title":"The presence of trace components significantly broadens the molecular response of Aspergillus niger to guar gum","year":2019,"lang":"en","type":"article","venue":"New Biotechnology","topic":"Polysaccharides Composition and Applications","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Stichting voor de Technische Wetenschappen; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Academy of Finland","keywords":"Aspergillus niger; Guar; Guar gum; Galactomannan; Polysaccharide; Endosperm; Biochemistry; Food science; Pectin; Chemistry; Depolymerization; Biology; Enzyme; Aspergillus; Botany; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001274995,0.0004166337,0.0001946978,0.0001702439,0.00008934661,0.0002205239,0.00013815,0.0002995378,0.001213858],"category_scores_gemma":[0.0002250208,0.0001629608,0.0002391486,0.0001326055,0.0001530146,0.000177117,0.0002430819,0.0004868008,0.0001901559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001200261,"about_ca_system_score_gemma":0.0001146117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005795385,"about_ca_topic_score_gemma":0.0005674136,"domain_scores_codex":[0.9998751,0.00002825634,0.00001024892,0.00002215079,0.00002729942,0.00003690505],"domain_scores_gemma":[0.9998348,0.00005640097,0.00002493998,0.00001933859,0.00001755845,0.00004698203],"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":[0.00005315988,0.000007843624,0.00005339232,0.000005161572,0.000001186611,0.00001031469,0.000003932379,0.00001706394,0.99962,0.000007023112,0.000003077199,0.0002178358],"study_design_scores_gemma":[0.000003438844,0.0002663603,0.004144726,0.000002628186,0.000007922292,0.00004664229,0.00002153069,0.0002674614,0.9949817,0.00002162987,0.0002330656,0.000002973839],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979499,0.0003725584,0.0008139445,0.00005096581,0.00002146702,0.00001108815,0.00007697355,0.00002250335,0.0006806694],"genre_scores_gemma":[0.9979863,0.0002078831,0.0005025359,0.00005885379,0.000005607789,0.000007563627,0.0001421654,0.000007554226,0.001081508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001213858,"threshold_uncertainty_score":0.004060745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222064402410084,"score_gpt":0.2239280573037242,"score_spread":0.2117074132796234,"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."}}