{"id":"W4283076392","doi":"10.1111/jam.15670","title":"Laccase production from Bacillus aestuarii KSK using Borassus flabellifer empty fruit bunch waste as a substrate and assessing their malachite green dye degradation","year":2022,"lang":"en","type":"article","venue":"Journal of Applied Microbiology","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"King Saud University","keywords":"Laccase; Malachite green; Chemistry; Solid-state fermentation; Food science; Fermentation; Response surface methodology; Substrate (aquarium); Bacillus pumilus; Wastewater; Effluent; Pulp and paper industry; Chromatography; Waste management; Biology; Bacteria; Biochemistry; Organic chemistry; 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":[0.0003855902,0.0006706668,0.0004742323,0.0002955424,0.0001971557,0.0004895008,0.0002074127,0.0003907316,0.000435401],"category_scores_gemma":[0.0002546944,0.0001405545,0.0005247101,0.0004813753,0.0001859052,0.000393487,0.0003424326,0.0004078407,0.0001898383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003500076,"about_ca_system_score_gemma":0.0002313282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165632,"about_ca_topic_score_gemma":0.001580953,"domain_scores_codex":[0.9995772,0.00006282394,0.00005765687,0.00007766442,0.0001463216,0.00007824526],"domain_scores_gemma":[0.9998549,0.00001831372,0.00004913435,0.00001381704,0.00004139383,0.00002247099],"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":[0.0001085673,0.00006490661,0.0005034169,0.00005834961,0.000006455051,0.000031527,0.00001120625,0.0001346754,0.9977004,0.000008949601,0.000008101299,0.0013635],"study_design_scores_gemma":[0.000006895377,0.0006590796,0.005813732,0.00000754358,0.00001619588,0.00008187459,0.00003927854,0.0005577798,0.9925061,0.0000140056,0.0002913144,0.000006307484],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976949,0.0004492369,0.001196483,0.00003809181,0.000007827901,0.00002181965,0.0002044366,0.00002187698,0.0003652666],"genre_scores_gemma":[0.9933478,0.000493055,0.004148156,0.000024053,0.000004202632,0.0000312388,0.0008440597,0.00001156512,0.001095906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001165632,"threshold_uncertainty_score":0.002539515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160809300187652,"score_gpt":0.2198154346354912,"score_spread":0.1982073416336147,"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."}}