{"id":"W4312569205","doi":"10.2139/ssrn.4243883","title":"Molecular and Biochemical Characterization of a Recombinant Glycosyl Hydrolase Family 3 Β-Glucosidase Overexpressed in Escherichia. Coli; Bioprospecting Metagenomes for Lignocellulosic Biomass Conversion","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Bioprospecting; Glycosyl; Escherichia coli; Lignocellulosic biomass; Recombinant DNA; Biomass (ecology); Hydrolase; Chemistry; Glycoside hydrolase; Biochemistry; Microbiology; Food science; Biotechnology; Biology; Enzyme; Botany; Gene; Hydrolysis","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":[0.000184158,0.0004087007,0.00030026,0.0001980216,0.0001247585,0.0004047015,0.0002021391,0.0002268121,0.0002868081],"category_scores_gemma":[0.0001769932,0.0001258245,0.0003304355,0.0003670408,0.0001293803,0.0001587447,0.0001547874,0.0005780287,0.0003845233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003453238,"about_ca_system_score_gemma":0.0002809236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002298708,"about_ca_topic_score_gemma":0.002422264,"domain_scores_codex":[0.9998862,0.00001578977,0.00001375733,0.00002005666,0.00004286199,0.00002131631],"domain_scores_gemma":[0.999921,0.00001333338,0.0000191982,0.000009321127,0.00001613032,0.00002103389],"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":[0.00002603099,0.00002174649,0.0001237855,0.00001421926,0.000003425191,0.00002418853,0.000006543869,0.00008205037,0.9991528,0.00002865346,0.00001381108,0.0005026971],"study_design_scores_gemma":[0.000004430031,0.0000533241,0.003416209,0.000003673666,0.00001692718,0.00008946149,0.00003134347,0.0008707943,0.9944894,0.00002933065,0.0009892266,0.000005817621],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882491,0.0007069411,0.007809063,0.0001711614,0.0000293093,0.00004531183,0.001891606,0.00008007648,0.001017339],"genre_scores_gemma":[0.9809276,0.0008085493,0.01044606,0.00007041798,0.000008125076,0.00003129948,0.004649449,0.00006442687,0.002994108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002298708,"threshold_uncertainty_score":0.004570663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005539768423570013,"score_gpt":0.1873766943760671,"score_spread":0.1818369259524971,"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."}}