{"id":"W3038172665","doi":"10.1080/10962247.2020.1790443","title":"Rhamnolipid-assisted mycoremediation of polycyclic aromatic hydrocarbons by<i>Trametes hirsuta</i>coupled with enhanced ligninolytic enzyme production","year":2020,"lang":"en","type":"article","venue":"Journal of the Air & Waste Management Association","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Rhamnolipid; Chemistry; Laccase; Environmental chemistry; Enzyme; Trametes versicolor; Environmental science; Organic chemistry; Biology; Bacteria","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":[0.0005818809,0.0001777185,0.0003102293,0.00004794313,0.0001246828,0.0000459566,0.0003600873,0.00009571669,0.000005667864],"category_scores_gemma":[0.000453439,0.0000739444,0.0001625017,0.0009610182,0.00002644693,0.0003726325,0.00005214933,0.0002132011,0.000005437082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002617523,"about_ca_system_score_gemma":0.00001478303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001948858,"about_ca_topic_score_gemma":0.00004170795,"domain_scores_codex":[0.9976914,0.0002062659,0.0006857444,0.0002092584,0.0009765741,0.0002307912],"domain_scores_gemma":[0.9973408,0.0001838896,0.00223605,0.00009016961,0.00006975888,0.00007932618],"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":[0.0001442354,0.0001959123,0.008778799,0.00003682322,0.0004351853,0.000001252784,0.0005091074,0.000591348,0.9761317,0.00001155506,0.004755439,0.008408668],"study_design_scores_gemma":[0.002534882,0.001939389,0.3812853,0.0005375168,0.001691517,0.000009504383,0.00360769,0.005910608,0.6002514,0.0008110434,0.0007580358,0.0006631539],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986011,0.00009157634,0.0001463285,0.01273117,0.0003705983,0.0004523586,0.000004319405,0.00003639022,0.0001563167],"genre_scores_gemma":[0.998554,0.00009315711,0.0002064913,0.0003363625,0.0004259414,0.00001075289,0.00003409496,0.000003943181,0.0003352655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3758803,"threshold_uncertainty_score":0.3015365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00809387813847165,"score_gpt":0.1793759974642493,"score_spread":0.1712821193257777,"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."}}