{"id":"W3119032878","doi":"10.1007/s11274-020-02974-4","title":"Dye-decolorization of a newly isolated strain Bacillus amyloliquefaciens W36","year":2021,"lang":"en","type":"article","venue":"World Journal of Microbiology and Biotechnology","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Bacillus amyloliquefaciens; Wastewater; Bacteria; Strain (injury); Chemistry; Nuclear chemistry; Methyl violet; Nitrogen; Congo red; Chromatography; Microbiology; Food science; Adsorption; Biology; Organic chemistry; Environmental engineering; Fermentation","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":[0.0003045204,0.000125319,0.0003294935,0.0001075755,0.00007997396,0.00001014948,0.000189602,0.0004284986,0.0002226466],"category_scores_gemma":[0.0001669666,0.00005740289,0.00008058214,0.0007291496,0.000277802,0.00007323976,0.00007662481,0.000364163,0.000004860605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002319109,"about_ca_system_score_gemma":0.00003874937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008602873,"about_ca_topic_score_gemma":0.0007561665,"domain_scores_codex":[0.9988958,0.0001479209,0.0004954761,0.0001925314,0.00004633144,0.0002220025],"domain_scores_gemma":[0.9990393,0.0001607502,0.0004502905,0.00005586441,0.0002435839,0.00005019027],"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":[0.00005841685,0.00006884766,0.001038939,0.000004981256,0.00004142585,0.00003464332,0.00002740821,0.000004176599,0.9648623,0.0009044723,0.0003291024,0.03262526],"study_design_scores_gemma":[0.0008658184,0.001290569,0.009063818,0.00006663118,0.00006583962,0.002023289,0.0004261507,0.00003866918,0.9316615,0.001150416,0.05309434,0.0002529722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896275,0.00134696,0.0001489457,0.008370265,0.0002527828,0.00006847516,0.00009457509,0.00002704873,0.00006348488],"genre_scores_gemma":[0.9978144,0.0007782454,0.0007874562,0.0002694661,0.0000708408,7.173264e-7,0.00009763327,0.000001146988,0.0001801534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05276524,"threshold_uncertainty_score":0.3304974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008145562010771473,"score_gpt":0.199580087854644,"score_spread":0.1914345258438725,"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."}}