{"id":"W1964441696","doi":"10.1016/j.bej.2010.01.015","title":"Screening of agro-industrial wastes to produce ligninolytic enzymes by Phanerochaete chrysosporium","year":2010,"lang":"en","type":"article","venue":"Biochemical Engineering Journal","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":112,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut de Recherche et de Développement en Agroenvironnement; Institut National de la Recherche Scientifique","funders":"","keywords":"Pomace; Phanerochaete; Laccase; Chemistry; Manganese peroxidase; Food science; Chrysosporium; Pulp and paper industry; Pulp (tooth); Lignin; Lignin peroxidase; Mushroom; Waste management; Enzyme; Biochemistry; Organic chemistry","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":[0.0004427115,0.0008250932,0.0005595519,0.0005285469,0.0002388079,0.0005497854,0.0003672195,0.0006373382,0.0005026739],"category_scores_gemma":[0.0007007375,0.0002879016,0.0005926111,0.0007113506,0.0002027871,0.0004409414,0.0004715497,0.0005410389,0.0003370857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003216787,"about_ca_system_score_gemma":0.0003999149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383291,"about_ca_topic_score_gemma":0.002500111,"domain_scores_codex":[0.999359,0.0001209423,0.00007147682,0.00009230516,0.0002588367,0.00009743624],"domain_scores_gemma":[0.9995835,0.0001343267,0.00007556556,0.00005653029,0.00009436512,0.00005570867],"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":[0.00008402637,0.00009525995,0.0004436559,0.00003766905,0.000009426348,0.00007471108,0.00001252743,0.0001093134,0.9980227,0.00001474403,0.00001066115,0.001085388],"study_design_scores_gemma":[0.00001114362,0.0004040304,0.004143735,0.00000474781,0.00003016032,0.0001862979,0.00005324265,0.0002624805,0.9946072,0.00001819763,0.0002743656,0.000004485078],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951036,0.0007360459,0.002837181,0.0001037117,0.00001460993,0.00005227763,0.0004865583,0.0000398649,0.0006261001],"genre_scores_gemma":[0.9951363,0.0005553272,0.002316924,0.00002802451,0.000004867,0.00002912402,0.0008977138,0.00001501145,0.00101676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001383291,"threshold_uncertainty_score":0.002750516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008707353218024712,"score_gpt":0.1782021161751524,"score_spread":0.1694947629571277,"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."}}