{"id":"W6986726455","doi":"","title":"Recalcitrant compounds removal from wastewater: new biotechnological approaches using fungi and bacteria","year":2018,"lang":"en","type":"article","venue":"Electronic Theses and Dissertations Repository (University of Pisa)","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Effluent; Wastewater; Leachate; Biomass (ecology); Biodegradation; Sewage treatment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003101509,0.0008956715,0.0004664302,0.0008048371,0.0002501469,0.0009652439,0.000372685,0.0006823084,0.00051984],"category_scores_gemma":[0.0001732072,0.000215633,0.0007485236,0.0006786915,0.0003041496,0.0007904653,0.0006309968,0.0007468691,0.0003537278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003288905,"about_ca_system_score_gemma":0.0002765922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007612496,"about_ca_topic_score_gemma":0.001317048,"domain_scores_codex":[0.9996537,0.00004476773,0.00003823118,0.00008866614,0.0001259789,0.00004863468],"domain_scores_gemma":[0.9999242,0.000009224122,0.00001795651,0.000009398877,0.00001870881,0.00002044939],"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":[0.00006275639,0.0001775912,0.0002894038,0.0003687045,0.00001778392,0.0001430816,0.00003392169,0.0001524968,0.9704433,0.0001878401,0.00005118828,0.02807194],"study_design_scores_gemma":[0.00003646636,0.001414125,0.003331033,0.00008710803,0.00008433353,0.0008040832,0.0001116382,0.001052399,0.9776213,0.0002179368,0.01520433,0.00003531731],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8706236,0.08351818,0.03666906,0.0008279938,0.0002708354,0.0002509916,0.000374436,0.000210246,0.007254642],"genre_scores_gemma":[0.9005601,0.04644587,0.04690522,0.0002893686,0.00008697881,0.0001482211,0.0004343161,0.00003310593,0.005096884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009652439,"threshold_uncertainty_score":0.002386212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02772021704916626,"score_gpt":0.1939640686532119,"score_spread":0.1662438516040456,"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."}}