{"id":"W3012087359","doi":"10.3390/w12030800","title":"Mycoremediation of Old and Intermediate Landfill Leachates with an Ascomycete Fungal Isolate, Lambertella sp.","year":2020,"lang":"en","type":"article","venue":"Water","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Università di Pisa; Fondazione Pisa","keywords":"Leachate; Biomass (ecology); Chemical oxygen demand; Laboratory flask; Environmental chemistry; Contamination; Biochemical oxygen demand; Strain (injury); Environmental science; Chemistry; Bioreactor; Environmental engineering; Pulp and paper industry; Biology; Sewage treatment; Ecology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009133727,0.0001070844,0.0001375516,0.000009001706,0.00004082469,0.00003421133,0.00009340337,0.00006578694,0.0001402126],"category_scores_gemma":[0.00001444064,0.00003290056,0.00002023298,0.0000880891,0.00005006998,0.0002357997,0.00003868683,0.00008443021,0.00002972272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004801417,"about_ca_system_score_gemma":0.000001938536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001289264,"about_ca_topic_score_gemma":0.0002919879,"domain_scores_codex":[0.9992883,0.00004646973,0.0001538846,0.000209124,0.0001358699,0.0001663708],"domain_scores_gemma":[0.9997191,0.00003848749,0.00005518504,0.00003608426,0.00004497043,0.0001061188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002758467,0.000052044,0.1745123,0.00002857005,0.00002496492,0.00001029981,0.001930054,0.00001083764,0.8116112,0.0000416698,0.0003149235,0.01118732],"study_design_scores_gemma":[0.001028238,0.00344409,0.5331785,0.00004989074,0.00006062996,0.0000144768,0.0006758238,0.003338052,0.4526911,0.0002973055,0.004698868,0.0005230285],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982644,0.00002963325,0.000003640822,0.001321967,0.00005440981,0.0001146885,0.00002449948,0.00004882096,0.0001378952],"genre_scores_gemma":[0.9989739,0.00003652057,0.00006765132,0.0003279023,0.0002103328,0.000004670384,0.0003042262,0.000001640752,0.00007313437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3589201,"threshold_uncertainty_score":0.153523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397671725307827,"score_gpt":0.1813217193170559,"score_spread":0.1673450020639776,"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."}}