{"id":"W2471794435","doi":"10.51847/dshkvde","title":"10.51847/dsHkvDE","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Trametes versicolor; Bioreactor; Vinasse; Phenol; Chemistry; Biodegradation; Laccase; Pulp and paper industry; Aeration; Chromatography; Food science; Organic chemistry; Fermentation","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":[0.0003433709,0.001085663,0.0004849161,0.001883898,0.0006658895,0.002043357,0.0009341866,0.00185487,0.9133013],"category_scores_gemma":[0.0005205895,0.0003190429,0.0003860134,0.001370389,0.0003927658,0.001407964,0.001281447,0.000821425,0.9221985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007433433,"about_ca_system_score_gemma":0.0004248992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002117305,"about_ca_topic_score_gemma":0.002147209,"domain_scores_codex":[0.9997348,0.00002140405,0.0000218821,0.00007733931,0.00008665458,0.00005789983],"domain_scores_gemma":[0.9994831,0.00007518026,0.00002804128,0.0000916843,0.0001680686,0.0001538234],"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":[0.0003271002,0.0004424186,0.001952524,0.0003171891,0.00002659936,0.0003997975,0.00008221991,0.0007356406,0.01638596,0.006179454,0.1637491,0.8094021],"study_design_scores_gemma":[0.00005103822,0.00007572902,0.002178811,0.0001085573,0.00001062681,0.0008227095,0.00007764838,0.0009216045,0.003380058,0.001057444,0.9912995,0.00001621858],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005954001,0.001261875,0.006785726,0.001013312,0.001367248,0.0001302825,0.003431974,0.003180354,0.9768753],"genre_scores_gemma":[0.006538436,0.0003554218,0.001865885,0.0002588455,0.00009290106,0.00002904643,0.002205347,0.000213801,0.9884404],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08669865,"threshold_uncertainty_score":0.123665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007460837299231353,"score_gpt":0.1619441296612613,"score_spread":0.15448329236203,"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."}}