{"id":"W2463829436","doi":"10.51847/cveq4ah","title":"10.51847/CveQ4ah","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bacillus pumilus; Biodegradation; Chemistry; Wastewater; Strain (injury); Pulp and paper industry; Food science; Chromatography; Waste management; Bacteria; Organic chemistry; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004666371,0.001197516,0.0005309157,0.00261033,0.0009952594,0.002562794,0.0014674,0.002582303,0.926933],"category_scores_gemma":[0.0008128335,0.0004414136,0.000544199,0.001918088,0.0006600369,0.001404724,0.001716552,0.001085319,0.9091601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009924548,"about_ca_system_score_gemma":0.0005072955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002886066,"about_ca_topic_score_gemma":0.00241673,"domain_scores_codex":[0.9996305,0.00003295079,0.00002406234,0.00009546801,0.0001428251,0.00007416884],"domain_scores_gemma":[0.9993512,0.0001139065,0.00003716765,0.0001338305,0.0002305641,0.0001333821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000326658,0.000406953,0.001594318,0.000292458,0.00002723234,0.0002495806,0.00008823052,0.001141987,0.01484723,0.005799002,0.1362318,0.8389946],"study_design_scores_gemma":[0.00007348241,0.0001007123,0.001932695,0.0001408189,0.00001622668,0.0005455395,0.0000951363,0.002435825,0.006400058,0.002089099,0.9861453,0.00002524978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007623568,0.001370232,0.01267273,0.001224617,0.001423521,0.0001953195,0.003308599,0.005533787,0.9666476],"genre_scores_gemma":[0.009416948,0.0002497716,0.002490996,0.000270644,0.00009816212,0.00004784565,0.002023506,0.0003613762,0.9850406],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07306701,"threshold_uncertainty_score":0.1042212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007544993967795097,"score_gpt":0.161179138335445,"score_spread":0.1536341443676499,"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."}}