{"id":"W2980786295","doi":"10.1016/j.jbiotec.2019.10.011","title":"Production of glycoprotein bioflocculant from untreated rice straw by a CAZyme-rich bacterium, Pseudomonas sp. HP2","year":2019,"lang":"en","type":"article","venue":"Journal of Biotechnology","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"National Natural Science Foundation of China","keywords":"Monosaccharide; Bacteria; Chemistry; Pseudomonas; Food science; Biomass (ecology); Xylose; Microbiology; Rhamnose; Strain (injury); Amino acid; Flocculation; Polysaccharide; Biochemistry; Biology; Fermentation; Organic chemistry; Agronomy","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":[0.0001786734,0.0007166663,0.0003485024,0.0001916824,0.0001458822,0.0004484319,0.0001507695,0.0002834007,0.0003833064],"category_scores_gemma":[0.0001472498,0.0001172763,0.0003370866,0.0003061654,0.0001566776,0.0002556094,0.0002526999,0.0004941666,0.0001579272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002028022,"about_ca_system_score_gemma":0.0003251939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001269962,"about_ca_topic_score_gemma":0.001535351,"domain_scores_codex":[0.9998931,0.00001633445,0.000006184752,0.00002025447,0.0000334268,0.0000307053],"domain_scores_gemma":[0.9999371,0.000008661201,0.00001344729,0.000007617307,0.0000119905,0.00002118218],"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":[0.00002275335,0.000009508174,0.00003360287,0.00001181508,0.000002465237,0.00002570882,0.000005668041,0.00003429702,0.9994734,0.000008031005,0.000008638717,0.0003641274],"study_design_scores_gemma":[0.00001070249,0.0002082244,0.001650702,0.000005347464,0.00001236642,0.00006246196,0.00002959955,0.000350041,0.9970027,0.00001810938,0.0006456649,0.000004163739],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965786,0.0004114811,0.002024601,0.0000838656,0.0000346503,0.00002294348,0.0002321821,0.00004297962,0.0005686909],"genre_scores_gemma":[0.9936795,0.0003810179,0.003057974,0.00003081841,0.00001170907,0.00001561095,0.0006267505,0.00002710761,0.002169542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001269962,"threshold_uncertainty_score":0.002525091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00399353178626535,"score_gpt":0.2041113122570655,"score_spread":0.2001177804708002,"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."}}