{"id":"W3073671148","doi":"10.1093/jb/mvaa097","title":"Kinetics and thermodynamics of thermal inactivation for recombinant <i>Escherichia coli</i> cellulases, cel12B, cel8C, and polygalacturonase, peh28; biocatalysts for biofuel precursor production","year":2020,"lang":"en","type":"article","venue":"The Journal of Biochemistry","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Gibbs free energy; Chemistry; Cellulase; Lignocellulosic biomass; Pectinase; Thermal stability; Kinetics; Thermostability; Escherichia coli; Cellulose; Chemical engineering; Biochemistry; Thermodynamics; Enzyme; 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":[0.000319693,0.0003717745,0.0002565709,0.0001635333,0.0001213239,0.0003362951,0.0002532092,0.0001810783,0.0007758965],"category_scores_gemma":[0.0005706175,0.0001742994,0.0002221036,0.0001791636,0.000241919,0.000266636,0.0001220159,0.0004030431,0.0003307696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004520814,"about_ca_system_score_gemma":0.0001989863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00148039,"about_ca_topic_score_gemma":0.0008525915,"domain_scores_codex":[0.9998075,0.00003461468,0.00001336972,0.00004595617,0.00005884738,0.00003963899],"domain_scores_gemma":[0.999763,0.0001020292,0.00005323227,0.00001398468,0.00004990566,0.00001777608],"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":[0.0003130959,0.00005479887,0.002273807,0.00007694324,0.00002182357,0.00003590249,0.0001162156,0.002393071,0.9897675,0.0002960451,0.0001016154,0.00454919],"study_design_scores_gemma":[0.000006314145,0.0001347041,0.006573081,0.000007220346,0.0000109227,0.00005891818,0.00004082338,0.01360471,0.9787579,0.00009171528,0.0006992148,0.00001444312],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930099,0.0007627099,0.00484814,0.00003869955,0.000009469,0.00001775658,0.0003067981,0.00006037176,0.0009461541],"genre_scores_gemma":[0.9971225,0.0003886549,0.001016009,0.00001142021,0.000002569088,0.00002856062,0.0003891432,0.00002289376,0.00101822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00148039,"threshold_uncertainty_score":0.003280103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009866772596878468,"score_gpt":0.1949049774457409,"score_spread":0.1850382048488624,"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."}}