{"id":"W4390052996","doi":"10.1080/07391102.2023.2295971","title":"Evaluation of substrate specificity and catalytic promiscuity of <i>Bacillus albus</i> cellulase: an insight into <i>in silico</i> proteomic study aiming at enhanced production of renewable energy","year":2023,"lang":"en","type":"article","venue":"Journal of Biomolecular Structure and Dynamics","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of Environment and Conservation","funders":"","keywords":"Cellulase; Chemistry; Biochemistry; Enzyme","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":[0.0002520636,0.0002550509,0.0002667173,0.0001797613,0.0001009293,0.0003000814,0.0001862151,0.0002981756,0.0004918911],"category_scores_gemma":[0.0003150618,0.0001267703,0.0002165825,0.0002316533,0.0001308566,0.0001693137,0.000141171,0.0002970437,0.0001455254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001203042,"about_ca_system_score_gemma":0.0001120188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006804632,"about_ca_topic_score_gemma":0.0006100147,"domain_scores_codex":[0.9997204,0.00006080739,0.00002383387,0.00005085335,0.000104819,0.00003919002],"domain_scores_gemma":[0.9998657,0.00003624479,0.00003636878,0.00001059587,0.00002554043,0.00002561637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001102364,0.00005196693,0.001010691,0.00005309726,0.000007123182,0.00002300914,0.00001289367,0.0002045893,0.9969393,0.00001844115,0.0000177567,0.001550931],"study_design_scores_gemma":[0.000006022835,0.0005107864,0.01164967,0.00000814644,0.00002463099,0.0001691389,0.0000421304,0.003630296,0.983219,0.00002494387,0.0007071894,0.00000812732],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997444,0.0007522265,0.0009418137,0.00004173379,0.000004231011,0.000009317458,0.0001653475,0.00001807125,0.0006232273],"genre_scores_gemma":[0.9966854,0.000562757,0.00194701,0.00002284582,0.000003197954,0.00001087844,0.0003821294,0.000008437145,0.0003772969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006804632,"threshold_uncertainty_score":0.001645505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100368786970438,"score_gpt":0.2246590966072134,"score_spread":0.2146222179101696,"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."}}