{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001605679,0.0001536467,0.0002794982,0.0001581816,0.0000274233,0.00001082207,0.0002230509,0.0004510026,0.00007526304],"category_scores_gemma":[0.00009043223,0.0001340359,0.00008445429,0.0002447261,0.00009339329,0.00001438102,0.00005854281,0.0002292139,0.00001446313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002558166,"about_ca_system_score_gemma":0.00006509716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003865809,"about_ca_topic_score_gemma":0.000005976837,"domain_scores_codex":[0.9988618,0.0000577385,0.0004795071,0.0002856637,0.0001489009,0.0001663126],"domain_scores_gemma":[0.9987639,0.000004692187,0.0006351278,0.0003585164,0.0001938633,0.00004387669],"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":[0.0002789702,0.0001364701,0.002159793,0.00002250067,0.0001112112,0.00000298083,0.00002413276,0.000007800531,0.9943558,0.00001404903,0.001743699,0.00114262],"study_design_scores_gemma":[0.0006278186,0.0006729534,0.002462591,0.00002935687,0.0000350418,0.0001426424,0.00009178354,0.000004604804,0.9844465,0.00003292782,0.011321,0.0001327669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957257,0.0006733685,0.0005384715,0.002094429,0.0007067189,0.0001813996,0.00003734492,0.0000166455,0.00002595542],"genre_scores_gemma":[0.9977212,0.0006663713,0.0007144898,0.00006292091,0.000248313,0.000002479156,0.0001382116,0.00001911255,0.0004269017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009909256,"threshold_uncertainty_score":0.5465825,"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."}}